Model: hivex-research/hivex-AWS-PPO-baseline-task-3-difficulty-2
Author: hivex-research
Pipeline: reinforcement-learning
Library: hivex
Tags: hivex, tensorboard, onnx, hivex-aerial-wildfire-suppression, reinforcement-learning, multi-agent-reinforcement-learning, arxiv:2501.04180, model-index, region:us
Card metadata: library_name: hivex
original_train_name: AerialWildfireSuppression_difficulty_2_task_3_run_id_1_train
tags: hivex, hivex-aerial-wildfire-suppression, reinforcement-learning, multi-agent-reinforcement-learning
model-index: name: hivex-AWS-PPO-baseline-task-3-difficulty-2
results: task: type: sub-task
name: minimize_time_fire_burning
task-id: 3
difficulty-id: 2
dataset: name: hivex-aerial-wildfire-suppression
type: hivex-aerial-wildfire-suppression
metrics: type: crash_count
value: 0.06666666865348816 +/- 0.13679711768822556
name: Crash Count
verified: no, type: extinguishing_trees
value: 1.45 +/- 3.3495657386738666
name: Extinguishing Trees
verified: no, type: extinguishing_trees_reward
value: 7.249999952316284 +/- 16.74782867264003
name: Extinguishing Trees Reward
verified: no, type: fire_out
value: 0.3527777805924416 +/- 0.4007283026646903
name: Fire Out
verified: no, type: fire_too_close_to_city
value: 0.716666667163372 +/- 0.4192028074228474
name: Fire too Close to City
verified: no, type: preparing_trees
value: 255.98055567741395 +/- 148.28355870416527
name: Preparing Trees
verified: no, type: preparing_trees_reward
value: 255.98055567741395 +/- 148.28355870416527
name: Preparing Trees Reward
verified: no, type: water_drop
value: 19.411111223697663 +/- 13.424328820382387
name: Water Drop
verified: no, type: water_pickup
value: 19.355555641651154 +/- 13.43296587945375
name: Water Pickup
verified: no, type: cumulative_reward
value: 259.08557624816893 +/- 165.96403709055332
name: Cumulative Reward
verified: no
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Created: 2024-08-30 13:15:10