Model: hivex-research/hivex-AWS-PPO-baseline-task-4-difficulty-9
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_9_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-9
results: task: type: sub-task
name: protect_village
task-id: 4
difficulty-id: 9
dataset: name: hivex-aerial-wildfire-suppression
type: hivex-aerial-wildfire-suppression
metrics: type: crash_count
value: 0.996428570151329 +/- 0.015971919837000092
name: Crash Count
verified: no, type: extinguishing_trees
value: 0.04055555630475283 +/- 0.1275818509161524
name: Extinguishing Trees
verified: no, type: extinguishing_trees_reward
value: 0.20277777537703515 +/- 0.6379092306314261
name: Extinguishing Trees Reward
verified: no, type: fire_too_close_to_city
value: 0.004545454680919647 +/- 0.020327891310361893
name: Fire too Close to City
verified: no, type: preparing_trees
value: 276.61525497436526 +/- 33.81716366148196
name: Preparing Trees
verified: no, type: preparing_trees_reward
value: 276.61525497436526 +/- 33.81716366148196
name: Preparing Trees Reward
verified: no, type: water_drop
value: 2.0456768214702605 +/- 0.4084652912050666
name: Water Drop
verified: no, type: water_pickup
value: 2.0456768214702605 +/- 0.4084652912050666
name: Water Pickup
verified: no, type: cumulative_reward
value: 177.27129974365235 +/- 36.12212164713132
name: Cumulative Reward
verified: no
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Created: 2024-08-30 13:26:58