Model: hivex-research/hivex-AWS-PPO-baseline-task-2-difficulty-6
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_6_task_2_run_id_0_train
tags: hivex, hivex-aerial-wildfire-suppression, reinforcement-learning, multi-agent-reinforcement-learning
model-index: name: hivex-AWS-PPO-baseline-task-2-difficulty-6
results: task: type: sub-task
name: maximize_preparing_non_burning_trees
task-id: 2
difficulty-id: 6
dataset: name: hivex-aerial-wildfire-suppression
type: hivex-aerial-wildfire-suppression
metrics: type: crash_count
value: 0.11666667014360428 +/- 0.18809603682131015
name: Crash Count
verified: no, type: extinguishing_trees
value: 26.57500003799796 +/- 36.448371998578736
name: Extinguishing Trees
verified: no, type: extinguishing_trees_reward
value: 132.87500058710575 +/- 182.24186375120422
name: Extinguishing Trees Reward
verified: no, type: fire_out
value: 0.3166666701436043 +/- 0.4114586821666224
name: Fire Out
verified: no, type: fire_too_close_to_city
value: 0.95 +/- 0.15389675281277315
name: Fire too Close to City
verified: no, type: preparing_trees
value: 637.158332157135 +/- 502.3677062623285
name: Preparing Trees
verified: no, type: preparing_trees_reward
value: 3185.791680145264 +/- 2511.8385615224347
name: Preparing Trees Reward
verified: no, type: water_drop
value: 81.89166564941407 +/- 40.19878442392626
name: Water Drop
verified: no, type: water_pickup
value: 81.56666650772095 +/- 40.211261838762134
name: Water Pickup
verified: no, type: cumulative_reward
value: 3751.6249725341795 +/- 3124.340359471712
name: Cumulative Reward
verified: no
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Created: 2024-08-30 13:12:28