Model: hivex-research/hivex-AWS-PPO-baseline-task-3-difficulty-4
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_4_task_3_run_id_2_train
tags: hivex, hivex-aerial-wildfire-suppression, reinforcement-learning, multi-agent-reinforcement-learning
model-index: name: hivex-AWS-PPO-baseline-task-3-difficulty-4
results: task: type: sub-task
name: minimize_time_fire_burning
task-id: 3
difficulty-id: 4
dataset: name: hivex-aerial-wildfire-suppression
type: hivex-aerial-wildfire-suppression
metrics: type: crash_count
value: 0.12500000223517418 +/- 0.17832062789523476
name: Crash Count
verified: no, type: extinguishing_trees
value: 12.74999994635582 +/- 16.512222842027622
name: Extinguishing Trees
verified: no, type: extinguishing_trees_reward
value: 63.74999964237213 +/- 82.56111388966389
name: Extinguishing Trees Reward
verified: no, type: fire_out
value: 0.2833333358168602 +/- 0.3711055092960568
name: Fire Out
verified: no, type: fire_too_close_to_city
value: 0.875 +/- 0.2221308291596596
name: Fire too Close to City
verified: no, type: preparing_trees
value: 754.1750064849854 +/- 639.6152297445449
name: Preparing Trees
verified: no, type: preparing_trees_reward
value: 754.1750064849854 +/- 639.6152297445449
name: Preparing Trees Reward
verified: no, type: water_drop
value: 27.541666519641876 +/- 14.354622400373676
name: Water Drop
verified: no, type: water_pickup
value: 27.24166692495346 +/- 14.290989756251832
name: Water Pickup
verified: no, type: cumulative_reward
value: 763.3192396879197 +/- 649.6844365742547
name: Cumulative Reward
verified: no
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Created: 2024-08-30 13:15:55