Model: hivex-research/hivex-AWS-PPO-baseline-task-1-difficulty-9
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_9_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-9
results: task: type: sub-task
name: maximize_extinguished_burning_trees
task-id: 1
difficulty-id: 9
dataset: name: hivex-aerial-wildfire-suppression
type: hivex-aerial-wildfire-suppression
metrics: type: crash_count
value: 0.38333334103226663 +/- 0.2709092371191193
name: Crash Count
verified: no, type: extinguishing_trees
value: 17.783333230018616 +/- 23.626856569133906
name: Extinguishing Trees
verified: no, type: extinguishing_trees_reward
value: 889.1666702270508 +/- 1181.3428509988885
name: Extinguishing Trees Reward
verified: no, type: fire_out
value: 0.10000000298023223 +/- 0.13679711768822556
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: 669.3166633605957 +/- 541.9104371075354
name: Preparing Trees
verified: no, type: preparing_trees_reward
value: 669.3166633605957 +/- 541.9104371075354
name: Preparing Trees Reward
verified: no, type: water_drop
value: 25.191666746139525 +/- 15.035657045429138
name: Water Drop
verified: no, type: water_pickup
value: 25.01666667461395 +/- 15.04835278769134
name: Water Pickup
verified: no, type: cumulative_reward
value: 1912.962504005432 +/- 2485.098888848231
name: Cumulative Reward
verified: no
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Created: 2024-08-30 13:09:45