instance_id stringlengths 12 12 | source_index int64 0 41k | num_jobs int64 2 7 | num_machines int64 2 6 | total_steps int64 4 36 | step_idx int64 0 35 | state_json dict | state_text stringlengths 1.04k 2.95k | state_text_with_retrieval stringlengths 1.04k 3.75k | retrieval_text stringlengths 0 839 | retrieval_used bool 2
classes | retrieval_case_count int64 0 2 | retrieval_case_instances listlengths 0 2 | retrieval_selection_reason stringclasses 4
values | retrieval_adaptive_k int64 0 2 | retrieval_top1_score float64 0 19.8 | retrieval_top2_score float64 0 16 ⌀ | retrieval_top12_gap float64 0 10.1 ⌀ | state_prefix_text stringlengths 1.04k 2.95k | candidate_display_lines listlengths 1 7 | candidate_labels_in_order listlengths 1 7 | target_candidate_index int64 0 6 | target_candidate_label stringlengths 7 7 | problem_context_text stringclasses 17
values | feasible_jobs listlengths 1 7 | feasible_action_codes listlengths 1 7 | action_code_to_job unknown | teacher_operation_idx int64 0 5 | teacher_machine int64 0 5 | env_mode stringclasses 1
value | dispatch_teacher_exact bool 2
classes | feature_schema_version stringclasses 1
value | target_job int64 0 6 | target_action_code stringlengths 7 7 | target_text stringlengths 7 7 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
train_000000 | 0 | 2 | 2 | 4 | 0 | {
"step_idx": 0,
"total_steps": 4,
"scheduled_ratio": 0,
"current_time": 0,
"current_cmax": 0,
"job_next_op": [
0,
0
],
"job_total_ops": [
2,
2
],
"job_total_work": [
49,
53
],
"job_ready_time": [
0,
0
],
"machine_ready_time": [
0,
0
],
"next_machi... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=1/4 scheduled_ratio=0
current_time=0
current_cmax=0
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running_ops... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=1/4 scheduled_ratio=0
current_time=0
current_cmax=0
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running_ops... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M0 | candidates=2
- local action codes: chosen=<R5985> (same as default)
- preference: teacher preferred a short-processing candidate + low-remaining-work candidate; teach... | true | 2 | [
"train_000447",
"train_000413"
] | use_top2_both_strong | 2 | 3.690047 | 3.987175 | 0.297128 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=1/4 scheduled_ratio=0
current_time=0
current_cmax=0
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running_ops... | [
"<A1825> | operation machine=M0 | processing time=21 | decision_t=0 | est_start=0 | est_end=21 | cmax:0->21 | delta_cmax=21 | job_ready:0->21 | machine_ready:0->21 | rem_ops:2->1 | rem_work:49->28 | machine_load=48 | machine_ops_left=2 | rem_work_after_ratio=0.5714 | post_route=[M1:28]",
"<A0410> | operation mach... | [
"<A1825>",
"<A0410>"
] | 0 | <A1825> | Problem: 2 jobs x 2 machines (total_ops=4) | [
0,
1
] | [
"<A1825>",
"<A0410>"
] | {
"<A1825>": 0,
"<A0410>": 1
} | 0 | 0 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 0 | <A1825> | <A1825> |
train_000000 | 0 | 2 | 2 | 4 | 1 | {
"step_idx": 1,
"total_steps": 4,
"scheduled_ratio": 0.25,
"current_time": 0,
"current_cmax": 21,
"job_next_op": [
1,
0
],
"job_total_ops": [
2,
2
],
"job_total_work": [
49,
53
],
"job_ready_time": [
21,
0
],
"machine_ready_time": [
21,
0
],
"next... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=2/4 scheduled_ratio=0.25
current_time=0
current_cmax=21
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M1'] num_running_ops=1... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=2/4 scheduled_ratio=0.25
current_time=0
current_cmax=21
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M1'] num_running_ops=1... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M1 | candidates=1
- local action codes: chosen=<R4818> (same as default)
- preference: teacher preferred a short-processing candidate + low-remaining-work candidate; teach... | true | 2 | [
"train_000414",
"train_000266"
] | use_top2_both_strong | 2 | 3.253208 | 3.27694 | 0.023732 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=2/4 scheduled_ratio=0.25
current_time=0
current_cmax=21
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M1'] num_running_ops=1... | [
"<A0632> | operation machine=M1 | processing time=26 | decision_t=0 | est_start=0 | est_end=26 | cmax:21->26 | delta_cmax=5 | job_ready:0->26 | machine_ready:0->26 | rem_ops:2->1 | rem_work:53->27 | machine_load=54 | machine_ops_left=2 | rem_work_after_ratio=0.5094 | post_route=[M0:27]"
] | [
"<A0632>"
] | 0 | <A0632> | Problem: 2 jobs x 2 machines (total_ops=4) | [
1
] | [
"<A0632>"
] | {
"<A0632>": 1
} | 0 | 1 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 1 | <A0632> | <A0632> |
train_000000 | 0 | 2 | 2 | 4 | 2 | {
"step_idx": 2,
"total_steps": 4,
"scheduled_ratio": 0.5,
"current_time": 26,
"current_cmax": 26,
"job_next_op": [
1,
1
],
"job_total_ops": [
2,
2
],
"job_total_work": [
49,
53
],
"job_ready_time": [
21,
26
],
"machine_ready_time": [
21,
26
],
"ne... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=3/4 scheduled_ratio=0.5
current_time=26
current_cmax=26
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=3/4 scheduled_ratio=0.5
current_time=26
current_cmax=26
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M0 | candidates=2
- local action codes: chosen=<R7600> (same as default)
- preference: teacher preferred a short-processing candidate + low-remaining-work candidate; teach... | true | 1 | [
"train_000726"
] | use_top1_clear_winner | 1 | 5.858535 | 6.369444 | 0.51091 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=3/4 scheduled_ratio=0.5
current_time=26
current_cmax=26
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running... | [
"<A6694> | operation machine=M0 | processing time=27 | decision_t=26 | est_start=26 | est_end=53 | cmax:26->53 | delta_cmax=27 | job_ready:26->53 | machine_ready:21->53 | rem_ops:1->0 | rem_work:27->0 | machine_load=27 | machine_ops_left=1 | rem_work_after_ratio=0 | post_route=[]",
"<A8521> | operation machine=M1... | [
"<A6694>",
"<A8521>"
] | 0 | <A6694> | Problem: 2 jobs x 2 machines (total_ops=4) | [
0,
1
] | [
"<A6694>",
"<A8521>"
] | {
"<A6694>": 1,
"<A8521>": 0
} | 1 | 0 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 1 | <A6694> | <A6694> |
train_000000 | 0 | 2 | 2 | 4 | 3 | {
"step_idx": 3,
"total_steps": 4,
"scheduled_ratio": 0.75,
"current_time": 26,
"current_cmax": 53,
"job_next_op": [
1,
2
],
"job_total_ops": [
2,
2
],
"job_total_work": [
49,
53
],
"job_ready_time": [
21,
53
],
"machine_ready_time": [
53,
26
],
"n... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=4/4 scheduled_ratio=0.75
current_time=26
current_cmax=53
unfinished_jobs_count=1 unfinished_jobs_ratio=0.5
idle_machines=['M1'] num_running_op... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=4/4 scheduled_ratio=0.75
current_time=26
current_cmax=53
unfinished_jobs_count=1 unfinished_jobs_ratio=0.5
idle_machines=['M1'] num_running_op... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M1 | candidates=1
- local action codes: chosen=<R5696> (same as default)
- preference: teacher preferred a short-processing candidate + low-remaining-work candidate; teach... | true | 2 | [
"train_000924",
"train_000977"
] | use_top2_both_strong | 2 | 0 | 0 | 0 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=4/4 scheduled_ratio=0.75
current_time=26
current_cmax=53
unfinished_jobs_count=1 unfinished_jobs_ratio=0.5
idle_machines=['M1'] num_running_op... | [
"<A4455> | operation machine=M1 | processing time=28 | decision_t=26 | est_start=26 | est_end=54 | cmax:53->54 | delta_cmax=1 | job_ready:21->54 | machine_ready:26->54 | rem_ops:1->0 | rem_work:28->0 | machine_load=28 | machine_ops_left=1 | rem_work_after_ratio=0 | post_route=[]"
] | [
"<A4455>"
] | 0 | <A4455> | Problem: 2 jobs x 2 machines (total_ops=4) | [
0
] | [
"<A4455>"
] | {
"<A4455>": 0
} | 1 | 1 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 0 | <A4455> | <A4455> |
train_000001 | 1 | 2 | 2 | 4 | 0 | {
"step_idx": 0,
"total_steps": 4,
"scheduled_ratio": 0,
"current_time": 0,
"current_cmax": 0,
"job_next_op": [
0,
0
],
"job_total_ops": [
2,
2
],
"job_total_work": [
40,
42
],
"job_ready_time": [
0,
0
],
"machine_ready_time": [
0,
0
],
"next_machi... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=1/4 scheduled_ratio=0
current_time=0
current_cmax=0
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running_ops... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=1/4 scheduled_ratio=0
current_time=0
current_cmax=0
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running_ops... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M0 | candidates=2
- local action codes: chosen=<R6326> (same as default)
- preference: teacher preferred a short-processing candidate + near-minimum remaining-work candida... | true | 1 | [
"train_000488"
] | use_top1_clear_winner | 1 | 3.183081 | 3.752234 | 0.569154 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=1/4 scheduled_ratio=0
current_time=0
current_cmax=0
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running_ops... | [
"<A7278> | operation machine=M0 | processing time=21 | decision_t=0 | est_start=0 | est_end=21 | cmax:0->21 | delta_cmax=21 | job_ready:0->21 | machine_ready:0->21 | rem_ops:2->1 | rem_work:40->19 | machine_load=49 | machine_ops_left=2 | rem_work_after_ratio=0.475 | post_route=[M1:19]",
"<A6685> | operation machi... | [
"<A7278>",
"<A6685>"
] | 0 | <A7278> | Problem: 2 jobs x 2 machines (total_ops=4) | [
0,
1
] | [
"<A7278>",
"<A6685>"
] | {
"<A7278>": 0,
"<A6685>": 1
} | 0 | 0 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 0 | <A7278> | <A7278> |
train_000001 | 1 | 2 | 2 | 4 | 1 | {
"step_idx": 1,
"total_steps": 4,
"scheduled_ratio": 0.25,
"current_time": 21,
"current_cmax": 21,
"job_next_op": [
1,
0
],
"job_total_ops": [
2,
2
],
"job_total_work": [
40,
42
],
"job_ready_time": [
21,
0
],
"machine_ready_time": [
21,
0
],
"nex... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=2/4 scheduled_ratio=0.25
current_time=21
current_cmax=21
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_runnin... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=2/4 scheduled_ratio=0.25
current_time=21
current_cmax=21
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_runnin... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M0 | candidates=2
- local action codes: chosen=<R3881> (same as default)
- preference: teacher preferred a short-processing candidate + low-remaining-work candidate; teach... | true | 2 | [
"train_000762",
"train_000212"
] | use_top2_both_strong | 2 | 5.15801 | 5.282385 | 0.124375 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=2/4 scheduled_ratio=0.25
current_time=21
current_cmax=21
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_runnin... | [
"<A5119> | operation machine=M0 | processing time=28 | decision_t=21 | est_start=21 | est_end=49 | cmax:21->49 | delta_cmax=28 | job_ready:0->49 | machine_ready:21->49 | rem_ops:2->1 | rem_work:42->14 | machine_load=28 | machine_ops_left=1 | rem_work_after_ratio=0.3333 | post_route=[M1:14]",
"<A5740> | operation ... | [
"<A5119>",
"<A5740>"
] | 0 | <A5119> | Problem: 2 jobs x 2 machines (total_ops=4) | [
0,
1
] | [
"<A5119>",
"<A5740>"
] | {
"<A5119>": 1,
"<A5740>": 0
} | 0 | 0 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 1 | <A5119> | <A5119> |
train_000001 | 1 | 2 | 2 | 4 | 2 | {
"step_idx": 2,
"total_steps": 4,
"scheduled_ratio": 0.5,
"current_time": 21,
"current_cmax": 49,
"job_next_op": [
1,
1
],
"job_total_ops": [
2,
2
],
"job_total_work": [
40,
42
],
"job_ready_time": [
21,
49
],
"machine_ready_time": [
49,
0
],
"nex... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=3/4 scheduled_ratio=0.5
current_time=21
current_cmax=49
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M1'] num_running_ops=1... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=3/4 scheduled_ratio=0.5
current_time=21
current_cmax=49
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M1'] num_running_ops=1... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M1 | candidates=1
- local action codes: chosen=<R8252> (same as default)
- preference: teacher preferred a short-processing candidate + low-remaining-work candidate; teach... | true | 2 | [
"train_000432",
"train_000827"
] | use_top2_both_strong | 2 | 2.322718 | 2.709091 | 0.386373 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=3/4 scheduled_ratio=0.5
current_time=21
current_cmax=49
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M1'] num_running_ops=1... | [
"<A8641> | operation machine=M1 | processing time=19 | decision_t=21 | est_start=21 | est_end=40 | cmax:49->49 | delta_cmax=0 | job_ready:21->40 | machine_ready:0->40 | rem_ops:1->0 | rem_work:19->0 | machine_load=33 | machine_ops_left=2 | rem_work_after_ratio=0 | post_route=[]"
] | [
"<A8641>"
] | 0 | <A8641> | Problem: 2 jobs x 2 machines (total_ops=4) | [
0
] | [
"<A8641>"
] | {
"<A8641>": 0
} | 1 | 1 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 0 | <A8641> | <A8641> |
train_000001 | 1 | 2 | 2 | 4 | 3 | {
"step_idx": 3,
"total_steps": 4,
"scheduled_ratio": 0.75,
"current_time": 49,
"current_cmax": 49,
"job_next_op": [
2,
1
],
"job_total_ops": [
2,
2
],
"job_total_work": [
40,
42
],
"job_ready_time": [
40,
49
],
"machine_ready_time": [
49,
40
],
"n... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=4/4 scheduled_ratio=0.75
current_time=49
current_cmax=49
unfinished_jobs_count=1 unfinished_jobs_ratio=0.5
idle_machines=['M0', 'M1'] num_runn... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=4/4 scheduled_ratio=0.75
current_time=49
current_cmax=49
unfinished_jobs_count=1 unfinished_jobs_ratio=0.5
idle_machines=['M0', 'M1'] num_runn... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M1 | candidates=1
- local action codes: chosen=<R9939> (same as default)
- preference: teacher preferred a short-processing candidate + low-remaining-work candidate; teach... | true | 2 | [
"train_000068",
"train_000222"
] | use_top2_both_strong | 2 | 0 | 0 | 0 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=4/4 scheduled_ratio=0.75
current_time=49
current_cmax=49
unfinished_jobs_count=1 unfinished_jobs_ratio=0.5
idle_machines=['M0', 'M1'] num_runn... | [
"<A4673> | operation machine=M1 | processing time=14 | decision_t=49 | est_start=49 | est_end=63 | cmax:49->63 | delta_cmax=14 | job_ready:49->63 | machine_ready:40->63 | rem_ops:1->0 | rem_work:14->0 | machine_load=14 | machine_ops_left=1 | rem_work_after_ratio=0 | post_route=[]"
] | [
"<A4673>"
] | 0 | <A4673> | Problem: 2 jobs x 2 machines (total_ops=4) | [
1
] | [
"<A4673>"
] | {
"<A4673>": 1
} | 1 | 1 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 1 | <A4673> | <A4673> |
train_000002 | 2 | 2 | 2 | 4 | 0 | {
"step_idx": 0,
"total_steps": 4,
"scheduled_ratio": 0,
"current_time": 0,
"current_cmax": 0,
"job_next_op": [
0,
0
],
"job_total_ops": [
2,
2
],
"job_total_work": [
51,
32
],
"job_ready_time": [
0,
0
],
"machine_ready_time": [
0,
0
],
"next_machi... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=1/4 scheduled_ratio=0
current_time=0
current_cmax=0
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running_ops... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=1/4 scheduled_ratio=0
current_time=0
current_cmax=0
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running_ops... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M1 | candidates=2
- local action codes: chosen=<R1632>, default=<R5557>
- preference: teacher overrode the default and preferred a near-minimum remaining-work candidate; t... | true | 1 | [
"train_000201"
] | use_top1_clear_winner | 1 | 2.783118 | 5.140216 | 2.357097 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=1/4 scheduled_ratio=0
current_time=0
current_cmax=0
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running_ops... | [
"<A4088> | operation machine=M0 | processing time=17 | decision_t=0 | est_start=0 | est_end=17 | cmax:0->17 | delta_cmax=17 | job_ready:0->17 | machine_ready:0->17 | rem_ops:2->1 | rem_work:32->15 | machine_load=45 | machine_ops_left=2 | rem_work_after_ratio=0.4688 | post_route=[M1:15]",
"<A6375> | operation mach... | [
"<A4088>",
"<A6375>"
] | 0 | <A4088> | Problem: 2 jobs x 2 machines (total_ops=4) | [
0,
1
] | [
"<A4088>",
"<A6375>"
] | {
"<A4088>": 1,
"<A6375>": 0
} | 0 | 0 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 1 | <A4088> | <A4088> |
train_000002 | 2 | 2 | 2 | 4 | 1 | {
"step_idx": 1,
"total_steps": 4,
"scheduled_ratio": 0.25,
"current_time": 0,
"current_cmax": 17,
"job_next_op": [
0,
1
],
"job_total_ops": [
2,
2
],
"job_total_work": [
51,
32
],
"job_ready_time": [
0,
17
],
"machine_ready_time": [
17,
0
],
"next... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=2/4 scheduled_ratio=0.25
current_time=0
current_cmax=17
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M1'] num_running_ops=1... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=2/4 scheduled_ratio=0.25
current_time=0
current_cmax=17
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M1'] num_running_ops=1... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M1 | candidates=1
- local action codes: chosen=<R4818> (same as default)
- preference: teacher preferred a short-processing candidate + low-remaining-work candidate; teach... | true | 2 | [
"train_000414",
"train_000387"
] | use_top2_both_strong | 2 | 3.42568 | 3.603154 | 0.177474 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=2/4 scheduled_ratio=0.25
current_time=0
current_cmax=17
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M1'] num_running_ops=1... | [
"<A1048> | operation machine=M1 | processing time=23 | decision_t=0 | est_start=0 | est_end=23 | cmax:17->23 | delta_cmax=6 | job_ready:0->23 | machine_ready:0->23 | rem_ops:2->1 | rem_work:51->28 | machine_load=38 | machine_ops_left=2 | rem_work_after_ratio=0.549 | post_route=[M0:28]"
] | [
"<A1048>"
] | 0 | <A1048> | Problem: 2 jobs x 2 machines (total_ops=4) | [
0
] | [
"<A1048>"
] | {
"<A1048>": 0
} | 0 | 1 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 0 | <A1048> | <A1048> |
train_000002 | 2 | 2 | 2 | 4 | 2 | {
"step_idx": 2,
"total_steps": 4,
"scheduled_ratio": 0.5,
"current_time": 23,
"current_cmax": 23,
"job_next_op": [
1,
1
],
"job_total_ops": [
2,
2
],
"job_total_work": [
51,
32
],
"job_ready_time": [
23,
17
],
"machine_ready_time": [
17,
23
],
"ne... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=3/4 scheduled_ratio=0.5
current_time=23
current_cmax=23
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=3/4 scheduled_ratio=0.5
current_time=23
current_cmax=23
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M1 | candidates=2
- local action codes: chosen=<R1768>, default=<R4181>
- preference: teacher overrode the default and preferred a near-minimum remaining-work candidate; t... | true | 1 | [
"train_000085"
] | use_top1_clear_winner | 1 | 5.478063 | 7.451163 | 1.9731 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=3/4 scheduled_ratio=0.5
current_time=23
current_cmax=23
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running... | [
"<A7888> | operation machine=M1 | processing time=15 | decision_t=23 | est_start=23 | est_end=38 | cmax:23->38 | delta_cmax=15 | job_ready:17->38 | machine_ready:23->38 | rem_ops:1->0 | rem_work:15->0 | machine_load=15 | machine_ops_left=1 | rem_work_after_ratio=0 | post_route=[]",
"<A3040> | operation machine=M0... | [
"<A7888>",
"<A3040>"
] | 1 | <A3040> | Problem: 2 jobs x 2 machines (total_ops=4) | [
0,
1
] | [
"<A7888>",
"<A3040>"
] | {
"<A7888>": 1,
"<A3040>": 0
} | 1 | 0 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 0 | <A3040> | <A3040> |
train_000002 | 2 | 2 | 2 | 4 | 3 | {
"step_idx": 3,
"total_steps": 4,
"scheduled_ratio": 0.75,
"current_time": 23,
"current_cmax": 51,
"job_next_op": [
2,
1
],
"job_total_ops": [
2,
2
],
"job_total_work": [
51,
32
],
"job_ready_time": [
51,
17
],
"machine_ready_time": [
51,
23
],
"n... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=4/4 scheduled_ratio=0.75
current_time=23
current_cmax=51
unfinished_jobs_count=1 unfinished_jobs_ratio=0.5
idle_machines=['M1'] num_running_op... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=4/4 scheduled_ratio=0.75
current_time=23
current_cmax=51
unfinished_jobs_count=1 unfinished_jobs_ratio=0.5
idle_machines=['M1'] num_running_op... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M1 | candidates=1
- local action codes: chosen=<R6403> (same as default)
- preference: teacher preferred a short-processing candidate + low-remaining-work candidate; teach... | true | 1 | [
"train_000502"
] | use_top1_clear_winner | 1 | 0 | 1.0125 | 1.0125 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=4/4 scheduled_ratio=0.75
current_time=23
current_cmax=51
unfinished_jobs_count=1 unfinished_jobs_ratio=0.5
idle_machines=['M1'] num_running_op... | [
"<A5342> | operation machine=M1 | processing time=15 | decision_t=23 | est_start=23 | est_end=38 | cmax:51->51 | delta_cmax=0 | job_ready:17->38 | machine_ready:23->38 | rem_ops:1->0 | rem_work:15->0 | machine_load=15 | machine_ops_left=1 | rem_work_after_ratio=0 | post_route=[]"
] | [
"<A5342>"
] | 0 | <A5342> | Problem: 2 jobs x 2 machines (total_ops=4) | [
1
] | [
"<A5342>"
] | {
"<A5342>": 1
} | 1 | 1 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 1 | <A5342> | <A5342> |
train_000003 | 3 | 2 | 2 | 4 | 0 | {
"step_idx": 0,
"total_steps": 4,
"scheduled_ratio": 0,
"current_time": 0,
"current_cmax": 0,
"job_next_op": [
0,
0
],
"job_total_ops": [
2,
2
],
"job_total_work": [
49,
40
],
"job_ready_time": [
0,
0
],
"machine_ready_time": [
0,
0
],
"next_machi... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=1/4 scheduled_ratio=0
current_time=0
current_cmax=0
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running_ops... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=1/4 scheduled_ratio=0
current_time=0
current_cmax=0
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running_ops... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M0 | candidates=2
- local action codes: chosen=<R6328> (same as default)
- preference: teacher preferred a short-processing candidate + near-minimum remaining-work candida... | true | 2 | [
"train_000413",
"train_000447"
] | use_top2_both_strong | 2 | 3.20913 | 3.656552 | 0.447422 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=1/4 scheduled_ratio=0
current_time=0
current_cmax=0
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running_ops... | [
"<A1394> | operation machine=M0 | processing time=30 | decision_t=0 | est_start=0 | est_end=30 | cmax:0->30 | delta_cmax=30 | job_ready:0->30 | machine_ready:0->30 | rem_ops:2->1 | rem_work:49->19 | machine_load=48 | machine_ops_left=2 | rem_work_after_ratio=0.3878 | post_route=[M1:19]",
"<A7732> | operation mach... | [
"<A1394>",
"<A7732>"
] | 0 | <A1394> | Problem: 2 jobs x 2 machines (total_ops=4) | [
0,
1
] | [
"<A1394>",
"<A7732>"
] | {
"<A1394>": 0,
"<A7732>": 1
} | 0 | 0 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 0 | <A1394> | <A1394> |
train_000003 | 3 | 2 | 2 | 4 | 1 | {
"step_idx": 1,
"total_steps": 4,
"scheduled_ratio": 0.25,
"current_time": 0,
"current_cmax": 30,
"job_next_op": [
1,
0
],
"job_total_ops": [
2,
2
],
"job_total_work": [
49,
40
],
"job_ready_time": [
30,
0
],
"machine_ready_time": [
30,
0
],
"next... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=2/4 scheduled_ratio=0.25
current_time=0
current_cmax=30
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M1'] num_running_ops=1... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=2/4 scheduled_ratio=0.25
current_time=0
current_cmax=30
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M1'] num_running_ops=1... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M1 | candidates=1
- local action codes: chosen=<R4818> (same as default)
- preference: teacher preferred a short-processing candidate + low-remaining-work candidate; teach... | true | 2 | [
"train_000414",
"train_000172"
] | use_top2_both_strong | 2 | 3.754342 | 3.780428 | 0.026087 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=2/4 scheduled_ratio=0.25
current_time=0
current_cmax=30
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M1'] num_running_ops=1... | [
"<A1117> | operation machine=M1 | processing time=22 | decision_t=0 | est_start=0 | est_end=22 | cmax:30->30 | delta_cmax=0 | job_ready:0->22 | machine_ready:0->22 | rem_ops:2->1 | rem_work:40->18 | machine_load=41 | machine_ops_left=2 | rem_work_after_ratio=0.45 | post_route=[M0:18]"
] | [
"<A1117>"
] | 0 | <A1117> | Problem: 2 jobs x 2 machines (total_ops=4) | [
1
] | [
"<A1117>"
] | {
"<A1117>": 1
} | 0 | 1 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 1 | <A1117> | <A1117> |
train_000003 | 3 | 2 | 2 | 4 | 2 | {
"step_idx": 2,
"total_steps": 4,
"scheduled_ratio": 0.5,
"current_time": 30,
"current_cmax": 30,
"job_next_op": [
1,
1
],
"job_total_ops": [
2,
2
],
"job_total_work": [
49,
40
],
"job_ready_time": [
30,
22
],
"machine_ready_time": [
30,
22
],
"ne... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=3/4 scheduled_ratio=0.5
current_time=30
current_cmax=30
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=3/4 scheduled_ratio=0.5
current_time=30
current_cmax=30
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M1 | candidates=2
- local action codes: chosen=<R1768>, default=<R4181>
- preference: teacher overrode the default and preferred a near-minimum remaining-work candidate; t... | true | 1 | [
"train_000085"
] | use_top1_clear_winner | 1 | 7.820864 | 8.541699 | 0.720835 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=3/4 scheduled_ratio=0.5
current_time=30
current_cmax=30
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running... | [
"<A5871> | operation machine=M1 | processing time=19 | decision_t=30 | est_start=30 | est_end=49 | cmax:30->49 | delta_cmax=19 | job_ready:30->49 | machine_ready:22->49 | rem_ops:1->0 | rem_work:19->0 | machine_load=19 | machine_ops_left=1 | rem_work_after_ratio=0 | post_route=[]",
"<A4453> | operation machine=M0... | [
"<A5871>",
"<A4453>"
] | 1 | <A4453> | Problem: 2 jobs x 2 machines (total_ops=4) | [
0,
1
] | [
"<A5871>",
"<A4453>"
] | {
"<A5871>": 0,
"<A4453>": 1
} | 1 | 0 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 1 | <A4453> | <A4453> |
train_000003 | 3 | 2 | 2 | 4 | 3 | {
"step_idx": 3,
"total_steps": 4,
"scheduled_ratio": 0.75,
"current_time": 30,
"current_cmax": 48,
"job_next_op": [
1,
2
],
"job_total_ops": [
2,
2
],
"job_total_work": [
49,
40
],
"job_ready_time": [
30,
48
],
"machine_ready_time": [
48,
22
],
"n... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=4/4 scheduled_ratio=0.75
current_time=30
current_cmax=48
unfinished_jobs_count=1 unfinished_jobs_ratio=0.5
idle_machines=['M1'] num_running_op... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=4/4 scheduled_ratio=0.75
current_time=30
current_cmax=48
unfinished_jobs_count=1 unfinished_jobs_ratio=0.5
idle_machines=['M1'] num_running_op... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M1 | candidates=1
- local action codes: chosen=<R7860> (same as default)
- preference: teacher preferred a short-processing candidate + low-remaining-work candidate; teach... | true | 1 | [
"train_000827"
] | use_top1_clear_winner | 1 | 0 | 0.81 | 0.81 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=4/4 scheduled_ratio=0.75
current_time=30
current_cmax=48
unfinished_jobs_count=1 unfinished_jobs_ratio=0.5
idle_machines=['M1'] num_running_op... | [
"<A5719> | operation machine=M1 | processing time=19 | decision_t=30 | est_start=30 | est_end=49 | cmax:48->49 | delta_cmax=1 | job_ready:30->49 | machine_ready:22->49 | rem_ops:1->0 | rem_work:19->0 | machine_load=19 | machine_ops_left=1 | rem_work_after_ratio=0 | post_route=[]"
] | [
"<A5719>"
] | 0 | <A5719> | Problem: 2 jobs x 2 machines (total_ops=4) | [
0
] | [
"<A5719>"
] | {
"<A5719>": 0
} | 1 | 1 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 0 | <A5719> | <A5719> |
train_000004 | 4 | 2 | 2 | 4 | 0 | {
"step_idx": 0,
"total_steps": 4,
"scheduled_ratio": 0,
"current_time": 0,
"current_cmax": 0,
"job_next_op": [
0,
0
],
"job_total_ops": [
2,
2
],
"job_total_work": [
33,
35
],
"job_ready_time": [
0,
0
],
"machine_ready_time": [
0,
0
],
"next_machi... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=1/4 scheduled_ratio=0
current_time=0
current_cmax=0
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running_ops... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=1/4 scheduled_ratio=0
current_time=0
current_cmax=0
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running_ops... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M0 | candidates=2
- local action codes: chosen=<R3339> (same as default)
- preference: teacher preferred a short-processing candidate + near-minimum remaining-work candida... | true | 2 | [
"train_000818",
"train_000726"
] | use_top2_both_strong | 2 | 5.337817 | 5.408021 | 0.070204 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=1/4 scheduled_ratio=0
current_time=0
current_cmax=0
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running_ops... | [
"<A7456> | operation machine=M1 | processing time=18 | decision_t=0 | est_start=0 | est_end=18 | cmax:0->18 | delta_cmax=18 | job_ready:0->18 | machine_ready:0->18 | rem_ops:2->1 | rem_work:33->15 | machine_load=36 | machine_ops_left=2 | rem_work_after_ratio=0.4545 | post_route=[M0:15]",
"<A4276> | operation mach... | [
"<A7456>",
"<A4276>"
] | 1 | <A4276> | Problem: 2 jobs x 2 machines (total_ops=4) | [
0,
1
] | [
"<A7456>",
"<A4276>"
] | {
"<A7456>": 0,
"<A4276>": 1
} | 0 | 0 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 1 | <A4276> | <A4276> |
train_000004 | 4 | 2 | 2 | 4 | 1 | {
"step_idx": 1,
"total_steps": 4,
"scheduled_ratio": 0.25,
"current_time": 0,
"current_cmax": 17,
"job_next_op": [
0,
1
],
"job_total_ops": [
2,
2
],
"job_total_work": [
33,
35
],
"job_ready_time": [
0,
17
],
"machine_ready_time": [
17,
0
],
"next... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=2/4 scheduled_ratio=0.25
current_time=0
current_cmax=17
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M1'] num_running_ops=1... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=2/4 scheduled_ratio=0.25
current_time=0
current_cmax=17
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M1'] num_running_ops=1... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M1 | candidates=1
- local action codes: chosen=<R5768> (same as default)
- preference: teacher preferred a short-processing candidate + low-remaining-work candidate; teach... | true | 1 | [
"train_000172"
] | use_top1_clear_winner | 1 | 1.918599 | 4.249977 | 2.331378 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=2/4 scheduled_ratio=0.25
current_time=0
current_cmax=17
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M1'] num_running_ops=1... | [
"<A5514> | operation machine=M1 | processing time=18 | decision_t=0 | est_start=0 | est_end=18 | cmax:17->18 | delta_cmax=1 | job_ready:0->18 | machine_ready:0->18 | rem_ops:2->1 | rem_work:33->15 | machine_load=36 | machine_ops_left=2 | rem_work_after_ratio=0.4545 | post_route=[M0:15]"
] | [
"<A5514>"
] | 0 | <A5514> | Problem: 2 jobs x 2 machines (total_ops=4) | [
0
] | [
"<A5514>"
] | {
"<A5514>": 0
} | 0 | 1 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 0 | <A5514> | <A5514> |
train_000004 | 4 | 2 | 2 | 4 | 2 | {
"step_idx": 2,
"total_steps": 4,
"scheduled_ratio": 0.5,
"current_time": 18,
"current_cmax": 18,
"job_next_op": [
1,
1
],
"job_total_ops": [
2,
2
],
"job_total_work": [
33,
35
],
"job_ready_time": [
18,
17
],
"machine_ready_time": [
17,
18
],
"ne... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=3/4 scheduled_ratio=0.5
current_time=18
current_cmax=18
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=3/4 scheduled_ratio=0.5
current_time=18
current_cmax=18
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M1 | candidates=2
- local action codes: chosen=<R1768>, default=<R4181>
- preference: teacher overrode the default and preferred a near-minimum remaining-work candidate; t... | true | 1 | [
"train_000085"
] | use_top1_clear_winner | 1 | 7.057342 | 8.220779 | 1.163437 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=3/4 scheduled_ratio=0.5
current_time=18
current_cmax=18
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running... | [
"<A0381> | operation machine=M0 | processing time=15 | decision_t=18 | est_start=18 | est_end=33 | cmax:18->33 | delta_cmax=15 | job_ready:18->33 | machine_ready:17->33 | rem_ops:1->0 | rem_work:15->0 | machine_load=15 | machine_ops_left=1 | rem_work_after_ratio=0 | post_route=[]",
"<A9488> | operation machine=M1... | [
"<A0381>",
"<A9488>"
] | 0 | <A0381> | Problem: 2 jobs x 2 machines (total_ops=4) | [
0,
1
] | [
"<A0381>",
"<A9488>"
] | {
"<A0381>": 0,
"<A9488>": 1
} | 1 | 0 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 0 | <A0381> | <A0381> |
train_000004 | 4 | 2 | 2 | 4 | 3 | {
"step_idx": 3,
"total_steps": 4,
"scheduled_ratio": 0.75,
"current_time": 18,
"current_cmax": 33,
"job_next_op": [
2,
1
],
"job_total_ops": [
2,
2
],
"job_total_work": [
33,
35
],
"job_ready_time": [
33,
17
],
"machine_ready_time": [
33,
18
],
"n... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=4/4 scheduled_ratio=0.75
current_time=18
current_cmax=33
unfinished_jobs_count=1 unfinished_jobs_ratio=0.5
idle_machines=['M1'] num_running_op... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=4/4 scheduled_ratio=0.75
current_time=18
current_cmax=33
unfinished_jobs_count=1 unfinished_jobs_ratio=0.5
idle_machines=['M1'] num_running_op... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M1 | candidates=1
- local action codes: chosen=<R7860> (same as default)
- preference: teacher preferred a short-processing candidate + low-remaining-work candidate; teach... | true | 2 | [
"train_000827",
"train_000016"
] | use_top2_both_strong | 2 | 0.852632 | 0.9 | 0.047368 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=4/4 scheduled_ratio=0.75
current_time=18
current_cmax=33
unfinished_jobs_count=1 unfinished_jobs_ratio=0.5
idle_machines=['M1'] num_running_op... | [
"<A1350> | operation machine=M1 | processing time=18 | decision_t=18 | est_start=18 | est_end=36 | cmax:33->36 | delta_cmax=3 | job_ready:17->36 | machine_ready:18->36 | rem_ops:1->0 | rem_work:18->0 | machine_load=18 | machine_ops_left=1 | rem_work_after_ratio=0 | post_route=[]"
] | [
"<A1350>"
] | 0 | <A1350> | Problem: 2 jobs x 2 machines (total_ops=4) | [
1
] | [
"<A1350>"
] | {
"<A1350>": 1
} | 1 | 1 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 1 | <A1350> | <A1350> |
train_000005 | 5 | 2 | 2 | 4 | 0 | {
"step_idx": 0,
"total_steps": 4,
"scheduled_ratio": 0,
"current_time": 0,
"current_cmax": 0,
"job_next_op": [
0,
0
],
"job_total_ops": [
2,
2
],
"job_total_work": [
47,
53
],
"job_ready_time": [
0,
0
],
"machine_ready_time": [
0,
0
],
"next_machi... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=1/4 scheduled_ratio=0
current_time=0
current_cmax=0
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running_ops... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=1/4 scheduled_ratio=0
current_time=0
current_cmax=0
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running_ops... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M0 | candidates=2
- local action codes: chosen=<R5985> (same as default)
- preference: teacher preferred a short-processing candidate + low-remaining-work candidate; teach... | true | 1 | [
"train_000447"
] | use_top1_clear_winner | 1 | 3.005389 | 3.533835 | 0.528446 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=1/4 scheduled_ratio=0
current_time=0
current_cmax=0
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running_ops... | [
"<A9524> | operation machine=M1 | processing time=26 | decision_t=0 | est_start=0 | est_end=26 | cmax:0->26 | delta_cmax=26 | job_ready:0->26 | machine_ready:0->26 | rem_ops:2->1 | rem_work:53->27 | machine_load=49 | machine_ops_left=2 | rem_work_after_ratio=0.5094 | post_route=[M0:27]",
"<A7319> | operation mach... | [
"<A9524>",
"<A7319>"
] | 1 | <A7319> | Problem: 2 jobs x 2 machines (total_ops=4) | [
0,
1
] | [
"<A9524>",
"<A7319>"
] | {
"<A9524>": 1,
"<A7319>": 0
} | 0 | 0 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 0 | <A7319> | <A7319> |
train_000005 | 5 | 2 | 2 | 4 | 1 | {
"step_idx": 1,
"total_steps": 4,
"scheduled_ratio": 0.25,
"current_time": 0,
"current_cmax": 24,
"job_next_op": [
1,
0
],
"job_total_ops": [
2,
2
],
"job_total_work": [
47,
53
],
"job_ready_time": [
24,
0
],
"machine_ready_time": [
24,
0
],
"next... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=2/4 scheduled_ratio=0.25
current_time=0
current_cmax=24
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M1'] num_running_ops=1... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=2/4 scheduled_ratio=0.25
current_time=0
current_cmax=24
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M1'] num_running_ops=1... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M1 | candidates=1
- local action codes: chosen=<R4818> (same as default)
- preference: teacher preferred a short-processing candidate + low-remaining-work candidate; teach... | true | 2 | [
"train_000414",
"train_000266"
] | use_top2_both_strong | 2 | 3.558877 | 3.597465 | 0.038588 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=2/4 scheduled_ratio=0.25
current_time=0
current_cmax=24
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M1'] num_running_ops=1... | [
"<A9856> | operation machine=M1 | processing time=26 | decision_t=0 | est_start=0 | est_end=26 | cmax:24->26 | delta_cmax=2 | job_ready:0->26 | machine_ready:0->26 | rem_ops:2->1 | rem_work:53->27 | machine_load=49 | machine_ops_left=2 | rem_work_after_ratio=0.5094 | post_route=[M0:27]"
] | [
"<A9856>"
] | 0 | <A9856> | Problem: 2 jobs x 2 machines (total_ops=4) | [
1
] | [
"<A9856>"
] | {
"<A9856>": 1
} | 0 | 1 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 1 | <A9856> | <A9856> |
train_000005 | 5 | 2 | 2 | 4 | 2 | {
"step_idx": 2,
"total_steps": 4,
"scheduled_ratio": 0.5,
"current_time": 26,
"current_cmax": 26,
"job_next_op": [
1,
1
],
"job_total_ops": [
2,
2
],
"job_total_work": [
47,
53
],
"job_ready_time": [
24,
26
],
"machine_ready_time": [
24,
26
],
"ne... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=3/4 scheduled_ratio=0.5
current_time=26
current_cmax=26
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=3/4 scheduled_ratio=0.5
current_time=26
current_cmax=26
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M0 | candidates=2
- local action codes: chosen=<R3881> (same as default)
- preference: teacher preferred a short-processing candidate + low-remaining-work candidate; teach... | true | 1 | [
"train_000762"
] | use_top1_clear_winner | 1 | 5.967568 | 6.62163 | 0.654062 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=3/4 scheduled_ratio=0.5
current_time=26
current_cmax=26
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running... | [
"<A8814> | operation machine=M0 | processing time=27 | decision_t=26 | est_start=26 | est_end=53 | cmax:26->53 | delta_cmax=27 | job_ready:26->53 | machine_ready:24->53 | rem_ops:1->0 | rem_work:27->0 | machine_load=27 | machine_ops_left=1 | rem_work_after_ratio=0 | post_route=[]",
"<A2029> | operation machine=M1... | [
"<A8814>",
"<A2029>"
] | 0 | <A8814> | Problem: 2 jobs x 2 machines (total_ops=4) | [
0,
1
] | [
"<A8814>",
"<A2029>"
] | {
"<A8814>": 1,
"<A2029>": 0
} | 1 | 0 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 1 | <A8814> | <A8814> |
train_000005 | 5 | 2 | 2 | 4 | 3 | {
"step_idx": 3,
"total_steps": 4,
"scheduled_ratio": 0.75,
"current_time": 26,
"current_cmax": 53,
"job_next_op": [
1,
2
],
"job_total_ops": [
2,
2
],
"job_total_work": [
47,
53
],
"job_ready_time": [
24,
53
],
"machine_ready_time": [
53,
26
],
"n... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=4/4 scheduled_ratio=0.75
current_time=26
current_cmax=53
unfinished_jobs_count=1 unfinished_jobs_ratio=0.5
idle_machines=['M1'] num_running_op... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=4/4 scheduled_ratio=0.75
current_time=26
current_cmax=53
unfinished_jobs_count=1 unfinished_jobs_ratio=0.5
idle_machines=['M1'] num_running_op... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M1 | candidates=1
- local action codes: chosen=<R5840> (same as default)
- preference: teacher preferred a short-processing candidate + low-remaining-work candidate; teach... | true | 1 | [
"train_000054"
] | use_top1_clear_winner | 1 | 0.704348 | 1.296 | 0.591652 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=4/4 scheduled_ratio=0.75
current_time=26
current_cmax=53
unfinished_jobs_count=1 unfinished_jobs_ratio=0.5
idle_machines=['M1'] num_running_op... | [
"<A6883> | operation machine=M1 | processing time=23 | decision_t=26 | est_start=26 | est_end=49 | cmax:53->53 | delta_cmax=0 | job_ready:24->49 | machine_ready:26->49 | rem_ops:1->0 | rem_work:23->0 | machine_load=23 | machine_ops_left=1 | rem_work_after_ratio=0 | post_route=[]"
] | [
"<A6883>"
] | 0 | <A6883> | Problem: 2 jobs x 2 machines (total_ops=4) | [
0
] | [
"<A6883>"
] | {
"<A6883>": 0
} | 1 | 1 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 0 | <A6883> | <A6883> |
train_000006 | 6 | 2 | 2 | 4 | 0 | {
"step_idx": 0,
"total_steps": 4,
"scheduled_ratio": 0,
"current_time": 0,
"current_cmax": 0,
"job_next_op": [
0,
0
],
"job_total_ops": [
2,
2
],
"job_total_work": [
39,
46
],
"job_ready_time": [
0,
0
],
"machine_ready_time": [
0,
0
],
"next_machi... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=1/4 scheduled_ratio=0
current_time=0
current_cmax=0
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running_ops... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=1/4 scheduled_ratio=0
current_time=0
current_cmax=0
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running_ops... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M1 | candidates=2
- local action codes: chosen=<R1632>, default=<R5557>
- preference: teacher overrode the default and preferred a near-minimum remaining-work candidate; t... | true | 1 | [
"train_000201"
] | use_top1_clear_winner | 1 | 4.917356 | 7.646607 | 2.72925 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=1/4 scheduled_ratio=0
current_time=0
current_cmax=0
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_running_ops... | [
"<A6490> | operation machine=M1 | processing time=23 | decision_t=0 | est_start=0 | est_end=23 | cmax:0->23 | delta_cmax=23 | job_ready:0->23 | machine_ready:0->23 | rem_ops:2->1 | rem_work:46->23 | machine_load=45 | machine_ops_left=2 | rem_work_after_ratio=0.5 | post_route=[M0:23]",
"<A2820> | operation machine... | [
"<A6490>",
"<A2820>"
] | 0 | <A6490> | Problem: 2 jobs x 2 machines (total_ops=4) | [
0,
1
] | [
"<A6490>",
"<A2820>"
] | {
"<A6490>": 1,
"<A2820>": 0
} | 0 | 1 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 1 | <A6490> | <A6490> |
train_000006 | 6 | 2 | 2 | 4 | 1 | {
"step_idx": 1,
"total_steps": 4,
"scheduled_ratio": 0.25,
"current_time": 23,
"current_cmax": 23,
"job_next_op": [
0,
1
],
"job_total_ops": [
2,
2
],
"job_total_work": [
39,
46
],
"job_ready_time": [
0,
23
],
"machine_ready_time": [
0,
23
],
"nex... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=2/4 scheduled_ratio=0.25
current_time=23
current_cmax=23
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_runnin... | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=2/4 scheduled_ratio=0.25
current_time=23
current_cmax=23
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_runnin... | Retrieved similar prior dispatch case(s):
Retrieved-case action codes use the <RXXXX> format and are local to each prior case only.
[Case 1] machine=M0 | candidates=2
- local action codes: chosen=<R7600> (same as default)
- preference: teacher preferred a short-processing candidate + low-remaining-work candidate; teach... | true | 2 | [
"train_000726",
"train_000818"
] | use_top2_both_strong | 2 | 5.907165 | 6.030689 | 0.123524 | You are solving JSSP with event-driven dispatching.
Objective: minimize final makespan (Cmax) while respecting precedence and machine availability.
Dispatch state:
decision_step=2/4 scheduled_ratio=0.25
current_time=23
current_cmax=23
unfinished_jobs_count=2 unfinished_jobs_ratio=1
idle_machines=['M0', 'M1'] num_runnin... | [
"<A5658> | operation machine=M0 | processing time=23 | decision_t=23 | est_start=23 | est_end=46 | cmax:23->46 | delta_cmax=23 | job_ready:23->46 | machine_ready:0->46 | rem_ops:1->0 | rem_work:23->0 | machine_load=40 | machine_ops_left=2 | rem_work_after_ratio=0 | post_route=[]",
"<A3676> | operation machine=M1 ... | [
"<A5658>",
"<A3676>"
] | 0 | <A5658> | Problem: 2 jobs x 2 machines (total_ops=4) | [
0,
1
] | [
"<A5658>",
"<A3676>"
] | {
"<A5658>": 1,
"<A3676>": 0
} | 1 | 0 | dispatch | true | jssp_step_policy_dispatch_v2_candidate_label | 1 | <A5658> | <A5658> |
End of preview. Expand in Data Studio
No dataset card yet
- Downloads last month
- 1