Upload 12 files
Browse files- args.yml +81 -0
- config.yml +29 -0
- dqn-SpaceInvadersNoFrameskip-v4.zip +3 -0
- dqn-SpaceInvadersNoFrameskip-v4/_stable_baselines3_version +1 -0
- dqn-SpaceInvadersNoFrameskip-v4/data +0 -0
- dqn-SpaceInvadersNoFrameskip-v4/policy.optimizer.pth +3 -0
- dqn-SpaceInvadersNoFrameskip-v4/policy.pth +3 -0
- dqn-SpaceInvadersNoFrameskip-v4/pytorch_variables.pth +3 -0
- dqn-SpaceInvadersNoFrameskip-v4/system_info.txt +9 -0
- env_kwargs.yml +1 -0
- results.json +1 -0
- train_eval_metrics.zip +3 -0
args.yml
ADDED
@@ -0,0 +1,81 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
!!python/object/apply:collections.OrderedDict
|
2 |
+
- - - algo
|
3 |
+
- dqn
|
4 |
+
- - conf_file
|
5 |
+
- dqn.yml
|
6 |
+
- - device
|
7 |
+
- auto
|
8 |
+
- - env
|
9 |
+
- SpaceInvadersNoFrameskip-v4
|
10 |
+
- - env_kwargs
|
11 |
+
- null
|
12 |
+
- - eval_episodes
|
13 |
+
- 5
|
14 |
+
- - eval_freq
|
15 |
+
- 25000
|
16 |
+
- - gym_packages
|
17 |
+
- []
|
18 |
+
- - hyperparams
|
19 |
+
- null
|
20 |
+
- - log_folder
|
21 |
+
- logs/
|
22 |
+
- - log_interval
|
23 |
+
- -1
|
24 |
+
- - max_total_trials
|
25 |
+
- null
|
26 |
+
- - n_eval_envs
|
27 |
+
- 1
|
28 |
+
- - n_evaluations
|
29 |
+
- null
|
30 |
+
- - n_jobs
|
31 |
+
- 1
|
32 |
+
- - n_startup_trials
|
33 |
+
- 10
|
34 |
+
- - n_timesteps
|
35 |
+
- -1
|
36 |
+
- - n_trials
|
37 |
+
- 500
|
38 |
+
- - no_optim_plots
|
39 |
+
- false
|
40 |
+
- - num_threads
|
41 |
+
- -1
|
42 |
+
- - optimization_log_path
|
43 |
+
- null
|
44 |
+
- - optimize_hyperparameters
|
45 |
+
- false
|
46 |
+
- - progress
|
47 |
+
- false
|
48 |
+
- - pruner
|
49 |
+
- median
|
50 |
+
- - sampler
|
51 |
+
- tpe
|
52 |
+
- - save_freq
|
53 |
+
- -1
|
54 |
+
- - save_replay_buffer
|
55 |
+
- false
|
56 |
+
- - seed
|
57 |
+
- 3761556811
|
58 |
+
- - storage
|
59 |
+
- null
|
60 |
+
- - study_name
|
61 |
+
- null
|
62 |
+
- - tensorboard_log
|
63 |
+
- ''
|
64 |
+
- - track
|
65 |
+
- false
|
66 |
+
- - trained_agent
|
67 |
+
- ''
|
68 |
+
- - truncate_last_trajectory
|
69 |
+
- true
|
70 |
+
- - uuid
|
71 |
+
- false
|
72 |
+
- - vec_env
|
73 |
+
- dummy
|
74 |
+
- - verbose
|
75 |
+
- 1
|
76 |
+
- - wandb_entity
|
77 |
+
- null
|
78 |
+
- - wandb_project_name
|
79 |
+
- sb3
|
80 |
+
- - wandb_tags
|
81 |
+
- []
|
config.yml
ADDED
@@ -0,0 +1,29 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
!!python/object/apply:collections.OrderedDict
|
2 |
+
- - - batch_size
|
3 |
+
- 64
|
4 |
+
- - buffer_size
|
5 |
+
- 100000
|
6 |
+
- - env_wrapper
|
7 |
+
- - stable_baselines3.common.atari_wrappers.AtariWrapper
|
8 |
+
- - exploration_final_eps
|
9 |
+
- 0.01
|
10 |
+
- - exploration_fraction
|
11 |
+
- 0.15
|
12 |
+
- - frame_stack
|
13 |
+
- 4
|
14 |
+
- - gradient_steps
|
15 |
+
- 1
|
16 |
+
- - learning_rate
|
17 |
+
- 0.0001
|
18 |
+
- - learning_starts
|
19 |
+
- 10000
|
20 |
+
- - n_timesteps
|
21 |
+
- 10000
|
22 |
+
- - optimize_memory_usage
|
23 |
+
- false
|
24 |
+
- - policy
|
25 |
+
- CnnPolicy
|
26 |
+
- - target_update_interval
|
27 |
+
- 1000
|
28 |
+
- - train_freq
|
29 |
+
- 4
|
dqn-SpaceInvadersNoFrameskip-v4.zip
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:da27a7a7dab53e4fb2228d9f20732249b4ec496dd064ef9458379b345174569e
|
3 |
+
size 13711333
|
dqn-SpaceInvadersNoFrameskip-v4/_stable_baselines3_version
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
2.3.0a1
|
dqn-SpaceInvadersNoFrameskip-v4/data
ADDED
The diff for this file is too large to render.
See raw diff
|
|
dqn-SpaceInvadersNoFrameskip-v4/policy.optimizer.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:51f8df70a2e5d6f1478c577de874f669207ffb7dec3e2499745fe3a9c2ca0ef8
|
3 |
+
size 1120
|
dqn-SpaceInvadersNoFrameskip-v4/policy.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:840879fa3e802f19405ca05c7c175d1e47b9af90a914bb6173cf1dd0fb0f265e
|
3 |
+
size 13505178
|
dqn-SpaceInvadersNoFrameskip-v4/pytorch_variables.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:fb4dde0c1ad63b7740276006a06cc491b21b407ea6c889928c223ec77ddad79f
|
3 |
+
size 864
|
dqn-SpaceInvadersNoFrameskip-v4/system_info.txt
ADDED
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
- OS: Windows-10-10.0.22631-SP0 10.0.22631
|
2 |
+
- Python: 3.11.5
|
3 |
+
- Stable-Baselines3: 2.3.0a1
|
4 |
+
- PyTorch: 2.2.0+cpu
|
5 |
+
- GPU Enabled: False
|
6 |
+
- Numpy: 1.24.3
|
7 |
+
- Cloudpickle: 2.2.1
|
8 |
+
- Gymnasium: 0.29.1
|
9 |
+
- OpenAI Gym: 0.26.2
|
env_kwargs.yml
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
render_mode: rgb_array
|
results.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"mean_reward": 268.5, "std_reward": 78.16808811785025, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2024-02-05T22:12:08.789683"}
|
train_eval_metrics.zip
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1eb31ace581e99cbedcbe0253ceaad02fa820d6cef90810647fb7dd4f6253b6c
|
3 |
+
size 584
|