Model: hivex-research/hivex-AWS-PPO-baseline-task-2-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_2_run_id_1_train
tags: hivex, hivex-aerial-wildfire-suppression, reinforcement-learning, multi-agent-reinforcement-learning
model-index: name: hivex-AWS-PPO-baseline-task-2-difficulty-5
results: task: type: sub-task
name: maximize_preparing_non_burning_trees
task-id: 2
difficulty-id: 5
dataset: name: hivex-aerial-wildfire-suppression
type: hivex-aerial-wildfire-suppression
metrics: type: crash_count
value: 0.25000000521540644 +/- 0.26765169236445613
name: Crash Count
verified: no, type: extinguishing_trees
value: 26.541666515916585 +/- 71.99835260789617
name: Extinguishing Trees
verified: no, type: extinguishing_trees_reward
value: 132.70833393633364 +/- 359.9917639236706
name: Extinguishing Trees Reward
verified: no, type: fire_out
value: 0.1916666693985462 +/- 0.3301381975702533
name: Fire Out
verified: no, type: fire_too_close_to_city
value: 0.975 +/- 0.11180339887498947
name: Fire too Close to City
verified: no, type: preparing_trees
value: 884.999996471405 +/- 751.8528699660257
name: Preparing Trees
verified: no, type: preparing_trees_reward
value: 4425.0000263214115 +/- 3759.264413506219
name: Preparing Trees Reward
verified: no, type: water_drop
value: 53.89166679382324 +/- 27.40039192850323
name: Water Drop
verified: no, type: water_pickup
value: 53.56666660308838 +/- 27.298244112627053
name: Water Pickup
verified: no, type: cumulative_reward
value: 5174.121683979034 +/- 4124.406680944283
name: Cumulative Reward
verified: no
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Created: 2024-08-28 22:46:34