Model: hivex-research/hivex-AWS-PPO-baseline-task-4-difficulty-4
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_4_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-4
results: task: type: sub-task
name: protect_village
task-id: 4
difficulty-id: 4
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: 0.0886829849332571 +/- 0.2431451047770778
name: Extinguishing Trees
verified: no, type: extinguishing_trees_reward
value: 0.44341491162776947 +/- 1.2157254834823454
name: Extinguishing Trees Reward
verified: no, type: fire_too_close_to_city
value: 0.02242424301803112 +/- 0.04967780915490442
name: Fire too Close to City
verified: no, type: preparing_trees
value: 253.21703186035157 +/- 35.590698365756126
name: Preparing Trees
verified: no, type: preparing_trees_reward
value: 253.21703186035157 +/- 35.590698365756126
name: Preparing Trees Reward
verified: no, type: water_drop
value: 1.6389704704284669 +/- 0.33632718660720196
name: Water Drop
verified: no, type: water_pickup
value: 1.6389704704284669 +/- 0.33632718660720196
name: Water Pickup
verified: no, type: cumulative_reward
value: 145.59471988677979 +/- 48.609159328951485
name: Cumulative Reward
verified: no
Likes: 0 | All-time downloads: 0
Created: 2024-08-30 13:21:32