Model: hivex-research/hivex-AWS-PPO-baseline-task-4-difficulty-3
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_3_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-3
results: task: type: sub-task
name: protect_village
task-id: 4
difficulty-id: 3
dataset: name: hivex-aerial-wildfire-suppression
type: hivex-aerial-wildfire-suppression
metrics: type: crash_count
value: 0.995833334326744 +/- 0.01863389536983029
name: Crash Count
verified: no, type: extinguishing_trees
value: 0.2034926237538457 +/- 0.4116170031592015
name: Extinguishing Trees
verified: no, type: extinguishing_trees_reward
value: 1.0174630872905255 +/- 2.0580849483100514
name: Extinguishing Trees Reward
verified: no, type: fire_too_close_to_city
value: 0.026969697698950766 +/- 0.04238606278064562
name: Fire too Close to City
verified: no, type: preparing_trees
value: 222.16366958618164 +/- 30.50323526327436
name: Preparing Trees
verified: no, type: preparing_trees_reward
value: 222.16366958618164 +/- 30.50323526327436
name: Preparing Trees Reward
verified: no, type: water_drop
value: 1.5261266589164735 +/- 0.27324174769670806
name: Water Drop
verified: no, type: water_pickup
value: 1.5261266589164735 +/- 0.27324174769670806
name: Water Pickup
verified: no, type: cumulative_reward
value: 112.0983154296875 +/- 26.748844898286993
name: Cumulative Reward
verified: no
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Created: 2024-08-30 13:19:57