Model: hivex-research/hivex-AWS-PPO-baseline-task-1-difficulty-4
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_4_task_1_run_id_2_train
tags: hivex, hivex-aerial-wildfire-suppression, reinforcement-learning, multi-agent-reinforcement-learning
model-index: name: hivex-AWS-PPO-baseline-task-1-difficulty-4
results: task: type: sub-task
name: maximize_extinguished_burning_trees
task-id: 1
difficulty-id: 4
dataset: name: hivex-aerial-wildfire-suppression
type: hivex-aerial-wildfire-suppression
metrics: type: crash_count
value: 0.00833333358168602 +/- 0.03726780073566347
name: Crash Count
verified: no, type: extinguishing_trees
value: 15.225000095367431 +/- 25.73818226110129
name: Extinguishing Trees
verified: no, type: extinguishing_trees_reward
value: 761.2499908447265 +/- 1286.9091013360119
name: Extinguishing Trees Reward
verified: no, type: fire_out
value: 0.36666666716337204 +/- 0.4244018838665434
name: Fire Out
verified: no, type: fire_too_close_to_city
value: 0.925 +/- 0.24468024246479642
name: Fire too Close to City
verified: no, type: preparing_trees
value: 651.3250035211444 +/- 627.0399351081593
name: Preparing Trees
verified: no, type: preparing_trees_reward
value: 651.3250035211444 +/- 627.0399351081593
name: Preparing Trees Reward
verified: no, type: water_drop
value: 46.266666889190674 +/- 26.519958404149136
name: Water Drop
verified: no, type: water_pickup
value: 45.76666655540466 +/- 26.436529035148055
name: Water Pickup
verified: no, type: cumulative_reward
value: 1711.8633205413819 +/- 2423.7230528427467
name: Cumulative Reward
verified: no
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Created: 2024-08-30 13:04:22