Model: hivex-research/hivex-AWS-PPO-baseline-task-3-difficulty-7
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_7_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-7
results: task: type: sub-task
name: minimize_time_fire_burning
task-id: 3
difficulty-id: 7
dataset: name: hivex-aerial-wildfire-suppression
type: hivex-aerial-wildfire-suppression
metrics: type: crash_count
value: 0.06666666865348816 +/- 0.12565617623235442
name: Crash Count
verified: no, type: extinguishing_trees
value: 7.908333319425583 +/- 16.36833652069324
name: Extinguishing Trees
verified: no, type: extinguishing_trees_reward
value: 39.541666293144225 +/- 81.84168247486198
name: Extinguishing Trees Reward
verified: no, type: fire_out
value: 0.25000000223517416 +/- 0.37658049139486893
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: 509.2750062227249 +/- 625.6526270127268
name: Preparing Trees
verified: no, type: preparing_trees_reward
value: 509.2750062227249 +/- 625.6526270127268
name: Preparing Trees Reward
verified: no, type: water_drop
value: 62.22499976158142 +/- 27.943513820272507
name: Water Drop
verified: no, type: water_pickup
value: 61.808333253860475 +/- 27.991450221952636
name: Water Pickup
verified: no, type: cumulative_reward
value: 622.9698296546936 +/- 494.1472072826427
name: Cumulative Reward
verified: no
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Created: 2024-08-30 13:17:08