Model: hivex-research/hivex-AWS-PPO-baseline-task-4-difficulty-2
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_2_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-2
results: task: type: sub-task
name: protect_village
task-id: 4
difficulty-id: 2
dataset: name: hivex-aerial-wildfire-suppression
type: hivex-aerial-wildfire-suppression
metrics: type: crash_count
value: 0.9954545468091964 +/- 0.020327884646360022
name: Crash Count
verified: no, type: extinguishing_trees
value: 0.28887686133384705 +/- 0.6787165224682201
name: Extinguishing Trees
verified: no, type: extinguishing_trees_reward
value: 1.4443842768669128 +/- 3.393582550370347
name: Extinguishing Trees Reward
verified: no, type: fire_too_close_to_city
value: 0.023333333805203436 +/- 0.052815469164145035
name: Fire too Close to City
verified: no, type: preparing_trees
value: 173.5697063446045 +/- 22.599638913107242
name: Preparing Trees
verified: no, type: preparing_trees_reward
value: 173.5697063446045 +/- 22.599638913107242
name: Preparing Trees Reward
verified: no, type: water_drop
value: 1.2260812371969223 +/- 0.2007275933789739
name: Water Drop
verified: no, type: water_pickup
value: 1.2260812371969223 +/- 0.2007275933789739
name: Water Pickup
verified: no, type: cumulative_reward
value: 65.80658979415894 +/- 25.50451599293347
name: Cumulative Reward
verified: no
Likes: 0 | All-time downloads: 0
Created: 2024-08-30 13:19:30