Model: hivex-research/hivex-AWS-PPO-baseline-task-3-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_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-6
results: task: type: sub-task
name: minimize_time_fire_burning
task-id: 3
difficulty-id: 6
dataset: name: hivex-aerial-wildfire-suppression
type: hivex-aerial-wildfire-suppression
metrics: type: crash_count
value: 0.06666666865348816 +/- 0.1134261779434835
name: Crash Count
verified: no, type: extinguishing_trees
value: 1.5666666589677334 +/- 2.829150672657006
name: Extinguishing Trees
verified: no, type: extinguishing_trees_reward
value: 7.833333364129066 +/- 14.145753412942762
name: Extinguishing Trees Reward
verified: no, type: fire_out
value: 0.2666666693985462 +/- 0.33508312811569124
name: Fire Out
verified: no, type: fire_too_close_to_city
value: 0.95 +/- 0.1538967528127731
name: Fire too Close to City
verified: no, type: preparing_trees
value: 154.78333240449427 +/- 154.1237338451524
name: Preparing Trees
verified: no, type: preparing_trees_reward
value: 154.78333240449427 +/- 154.1237338451524
name: Preparing Trees Reward
verified: no, type: water_drop
value: 7.933333319425583 +/- 8.128248283765428
name: Water Drop
verified: no, type: water_pickup
value: 7.249999922513962 +/- 8.238140370843592
name: Water Pickup
verified: no, type: cumulative_reward
value: 165.14980994462968 +/- 219.08646861162933
name: Cumulative Reward
verified: no
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Created: 2024-08-30 13:16:44