Model: hivex-research/hivex-AWS-PPO-baseline-task-2-difficulty-1
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_1_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-1
results: task: type: sub-task
name: maximize_preparing_non_burning_trees
task-id: 2
difficulty-id: 1
dataset: name: hivex-aerial-wildfire-suppression
type: hivex-aerial-wildfire-suppression
metrics: type: crash_count
value: 0.10833333656191826 +/- 0.13545462085140364
name: Crash Count
verified: no, type: extinguishing_trees
value: 12.764999979734421 +/- 20.904079059070074
name: Extinguishing Trees
verified: no, type: extinguishing_trees_reward
value: 63.82500011920929 +/- 104.52039570112963
name: Extinguishing Trees Reward
verified: no, type: fire_out
value: 0.46333333626389506 +/- 0.3753984235292453
name: Fire Out
verified: no, type: fire_too_close_to_city
value: 0.7550000011920929 +/- 0.37763111996880777
name: Fire too Close to City
verified: no, type: preparing_trees
value: 561.5350036621094 +/- 325.15177018123586
name: Preparing Trees
verified: no, type: preparing_trees_reward
value: 2807.674984741211 +/- 1625.7588563088673
name: Preparing Trees Reward
verified: no, type: water_drop
value: 19.77666656970978 +/- 9.682256516548964
name: Water Drop
verified: no, type: water_pickup
value: 19.191666650772095 +/- 9.573244118078943
name: Water Pickup
verified: no, type: cumulative_reward
value: 3287.165838623047 +/- 1376.9107350360173
name: Cumulative Reward
verified: no
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Created: 2024-08-30 13:10:51