Model: hivex-research/hivex-AWS-PPO-baseline-task-4-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_4_run_id_0_train
tags: hivex, hivex-aerial-wildfire-suppression, reinforcement-learning, multi-agent-reinforcement-learning
model-index: name: hivex-AWS-PPO-baseline-task-4-difficulty-5
results: task: type: sub-task
name: protect_village
task-id: 4
difficulty-id: 5
dataset: name: hivex-aerial-wildfire-suppression
type: hivex-aerial-wildfire-suppression
metrics: type: crash_count
value: 0.9886904746294022 +/- 0.02771131517144696
name: Crash Count
verified: no, type: extinguishing_trees
value: 0.08853785246610642 +/- 0.18335850809661372
name: Extinguishing Trees
verified: no, type: extinguishing_trees_reward
value: 0.4426892638206482 +/- 0.9167925407962902
name: Extinguishing Trees Reward
verified: no, type: fire_out
value: 0.00773809552192688 +/- 0.02389552224594306
name: Fire Out
verified: no, type: fire_too_close_to_city
value: 0.008712121471762656 +/- 0.026843490782201274
name: Fire too Close to City
verified: no, type: preparing_trees
value: 273.38488922119143 +/- 40.98115816740078
name: Preparing Trees
verified: no, type: preparing_trees_reward
value: 273.38488922119143 +/- 40.98115816740078
name: Preparing Trees Reward
verified: no, type: water_drop
value: 1.757782220840454 +/- 0.286049469501929
name: Water Drop
verified: no, type: water_pickup
value: 1.7500441253185273 +/- 0.2868768059725031
name: Water Pickup
verified: no, type: cumulative_reward
value: 172.30555000305176 +/- 38.100567507916715
name: Cumulative Reward
verified: no
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Created: 2024-08-29 07:14:16