Model: hivex-research/hivex-AWS-PPO-baseline-task-1-difficulty-5
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_5_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-5
results: task: type: sub-task
name: maximize_extinguished_burning_trees
task-id: 1
difficulty-id: 5
dataset: name: hivex-aerial-wildfire-suppression
type: hivex-aerial-wildfire-suppression
metrics: type: crash_count
value: 0.15833333656191825 +/- 0.19098850564751765
name: Crash Count
verified: no, type: extinguishing_trees
value: 20.000000047683717 +/- 35.87091048765571
name: Extinguishing Trees
verified: no, type: extinguishing_trees_reward
value: 999.9999992370606 +/- 1793.545528264617
name: Extinguishing Trees Reward
verified: no, type: fire_out
value: 0.10000000298023223 +/- 0.244231706300354
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: 439.2000018119812 +/- 486.4487458526075
name: Preparing Trees
verified: no, type: preparing_trees_reward
value: 439.2000018119812 +/- 486.4487458526075
name: Preparing Trees Reward
verified: no, type: water_drop
value: 35.9416666328907 +/- 21.80430457793747
name: Water Drop
verified: no, type: water_pickup
value: 35.77500002980232 +/- 21.714001930720748
name: Water Pickup
verified: no, type: cumulative_reward
value: 1192.8983428001404 +/- 1401.6480393641084
name: Cumulative Reward
verified: no
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Created: 2024-08-28 22:41:58