Model: hivex-research/hivex-AWS-PPO-baseline-task-3-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_3_run_id_1_train
tags: hivex, hivex-aerial-wildfire-suppression, reinforcement-learning, multi-agent-reinforcement-learning
model-index: name: hivex-AWS-PPO-baseline-task-3-difficulty-8
results: task: type: sub-task
name: minimize_time_fire_burning
task-id: 3
difficulty-id: 8
dataset: name: hivex-aerial-wildfire-suppression
type: hivex-aerial-wildfire-suppression
metrics: type: crash_count
value: 0.11666667014360428 +/- 0.15389675739925376
name: Crash Count
verified: no, type: extinguishing_trees
value: 7.149999964237213 +/- 12.380174144905482
name: Extinguishing Trees
verified: no, type: extinguishing_trees_reward
value: 35.749999809265134 +/- 61.900870510137494
name: Extinguishing Trees Reward
verified: no, type: fire_out
value: 0.2750000037252903 +/- 0.30240266233230134
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: 637.5249996185303 +/- 610.8152897953913
name: Preparing Trees
verified: no, type: preparing_trees_reward
value: 637.5249996185303 +/- 610.8152897953913
name: Preparing Trees Reward
verified: no, type: water_drop
value: 62.60833292007446 +/- 40.706273365657445
name: Water Drop
verified: no, type: water_pickup
value: 62.24166722297669 +/- 40.64510829090928
name: Water Pickup
verified: no, type: cumulative_reward
value: 719.1452117919922 +/- 472.4957273514114
name: Cumulative Reward
verified: no
Likes: 0 | All-time downloads: 0
Created: 2024-08-30 13:17:30