Model: hivex-research/hivex-AWS-PPO-baseline-task-4-difficulty-10
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_10_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-10
results: task: type: sub-task
name: protect_village
task-id: 4
difficulty-id: 10
dataset: name: hivex-aerial-wildfire-suppression
type: hivex-aerial-wildfire-suppression
metrics: type: crash_count
value: 0.9949999988079071 +/- 0.022360685106199443
name: Crash Count
verified: no, type: extinguishing_trees
value: 0.29754857206717134 +/- 0.6612722591280618
name: Extinguishing Trees
verified: no, type: extinguishing_trees_reward
value: 1.4877428144216538 +/- 3.3063611877410133
name: Extinguishing Trees Reward
verified: no, type: fire_too_close_to_city
value: 0.022103730216622354 +/- 0.039482863821780616
name: Fire too Close to City
verified: no, type: preparing_trees
value: 274.65237579345705 +/- 34.49504850001327
name: Preparing Trees
verified: no, type: preparing_trees_reward
value: 274.65237579345705 +/- 34.49504850001327
name: Preparing Trees Reward
verified: no, type: water_drop
value: 2.101252889633179 +/- 0.3808157213259622
name: Water Drop
verified: no, type: water_pickup
value: 2.101252889633179 +/- 0.3808157213259622
name: Water Pickup
verified: no, type: cumulative_reward
value: 168.44546432495116 +/- 38.14918935961842
name: Cumulative Reward
verified: no
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Created: 2024-08-30 13:27:16