Model: hivex-research/hivex-AWS-PPO-baseline-task-3-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_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-5
results: task: type: sub-task
name: minimize_time_fire_burning
task-id: 3
difficulty-id: 5
dataset: name: hivex-aerial-wildfire-suppression
type: hivex-aerial-wildfire-suppression
metrics: type: crash_count
value: 0.10000000298023223 +/- 0.14709666274350333
name: Crash Count
verified: no, type: extinguishing_trees
value: 21.849999871850013 +/- 26.55595966139508
name: Extinguishing Trees
verified: no, type: extinguishing_trees_reward
value: 109.25000078678131 +/- 132.77980124383632
name: Extinguishing Trees Reward
verified: no, type: fire_out
value: 0.2833333373069763 +/- 0.3903065252105535
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: 720.8999999046325 +/- 714.1611892677554
name: Preparing Trees
verified: no, type: preparing_trees_reward
value: 720.8999999046325 +/- 714.1611892677554
name: Preparing Trees Reward
verified: no, type: water_drop
value: 43.80000042915344 +/- 23.772717959813576
name: Water Drop
verified: no, type: water_pickup
value: 43.35833301544189 +/- 23.80096972956163
name: Water Pickup
verified: no, type: cumulative_reward
value: 972.7084733963013 +/- 771.3352656170343
name: Cumulative Reward
verified: no
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Created: 2024-08-28 22:50:38