Model: hivex-research/hivex-AWS-PPO-baseline-task-2-difficulty-8
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_8_task_2_run_id_1_train
tags: hivex, hivex-aerial-wildfire-suppression, reinforcement-learning, multi-agent-reinforcement-learning
model-index: name: hivex-AWS-PPO-baseline-task-2-difficulty-8
results: task: type: sub-task
name: maximize_preparing_non_burning_trees
task-id: 2
difficulty-id: 8
dataset: name: hivex-aerial-wildfire-suppression
type: hivex-aerial-wildfire-suppression
metrics: type: crash_count
value: 0.17500000521540643 +/- 0.19098850845354493
name: Crash Count
verified: no, type: extinguishing_trees
value: 5.816666756570339 +/- 11.8174346066285
name: Extinguishing Trees
verified: no, type: extinguishing_trees_reward
value: 29.08333278298378 +/- 59.08717051646657
name: Extinguishing Trees Reward
verified: no, type: fire_out
value: 0.15000000447034836 +/- 0.24720662360385337
name: Fire Out
verified: no, type: fire_too_close_to_city
value: 0.975 +/- 0.11180339887498947
name: Fire too Close to City
verified: no, type: preparing_trees
value: 510.04166743159294 +/- 568.7866281385685
name: Preparing Trees
verified: no, type: preparing_trees_reward
value: 2550.2083440065385 +/- 2843.9331445458665
name: Preparing Trees Reward
verified: no, type: water_drop
value: 38.5666665315628 +/- 20.809101562250987
name: Water Drop
verified: no, type: water_pickup
value: 38.183333325386045 +/- 20.797681456595466
name: Water Pickup
verified: no, type: cumulative_reward
value: 2953.239129829407 +/- 2575.5043197313657
name: Cumulative Reward
verified: no
Likes: 0 | All-time downloads: 0
Created: 2024-08-30 13:13:30