Model: hivex-research/hivex-AWS-PPO-baseline-task-2-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_2_run_id_2_train
tags: hivex, hivex-aerial-wildfire-suppression, reinforcement-learning, multi-agent-reinforcement-learning
model-index: name: hivex-AWS-PPO-baseline-task-2-difficulty-7
results: task: type: sub-task
name: maximize_preparing_non_burning_trees
task-id: 2
difficulty-id: 7
dataset: name: hivex-aerial-wildfire-suppression
type: hivex-aerial-wildfire-suppression
metrics: type: crash_count
value: 0.41666667610406877 +/- 0.29369595331135534
name: Crash Count
verified: no, type: extinguishing_trees
value: 26.98611140549183 +/- 45.067904043919626
name: Extinguishing Trees
verified: no, type: extinguishing_trees_reward
value: 134.9305568575859 +/- 225.33952073669184
name: Extinguishing Trees Reward
verified: no, type: fire_out
value: 0.09166666939854622 +/- 0.1375963286810061
name: Fire Out
verified: no, type: fire_too_close_to_city
value: 0.9833333343267441 +/- 0.07453559480732508
name: Fire too Close to City
verified: no, type: preparing_trees
value: 915.0361038208008 +/- 630.722632747104
name: Preparing Trees
verified: no, type: preparing_trees_reward
value: 4575.180584716797 +/- 3153.613200762862
name: Preparing Trees Reward
verified: no, type: water_drop
value: 63.81111078262329 +/- 27.460713193319517
name: Water Drop
verified: no, type: water_pickup
value: 63.5777774810791 +/- 27.43349377033259
name: Water Pickup
verified: no, type: cumulative_reward
value: 4956.189190673828 +/- 2576.604065716017
name: Cumulative Reward
verified: no
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Created: 2024-08-30 13:12:50