Model: hivex-research/hivex-AWS-PPO-baseline-task-3-difficulty-1
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_1_task_3_run_id_0_train
tags: hivex, hivex-aerial-wildfire-suppression, reinforcement-learning, multi-agent-reinforcement-learning
model-index: name: hivex-AWS-PPO-baseline-task-3-difficulty-1
results: task: type: sub-task
name: minimize_time_fire_burning
task-id: 3
difficulty-id: 1
dataset: name: hivex-aerial-wildfire-suppression
type: hivex-aerial-wildfire-suppression
metrics: type: crash_count
value: 0.14166667088866233 +/- 0.18945135260751206
name: Crash Count
verified: no, type: extinguishing_trees
value: 1.041666679084301 +/- 3.059772488050604
name: Extinguishing Trees
verified: no, type: extinguishing_trees_reward
value: 5.208333283662796 +/- 15.298862328050262
name: Extinguishing Trees Reward
verified: no, type: fire_out
value: 0.4916666686534882 +/- 0.427405472920952
name: Fire Out
verified: no, type: fire_too_close_to_city
value: 0.575 +/- 0.46665100224336487
name: Fire too Close to City
verified: no, type: preparing_trees
value: 654.5333339691163 +/- 369.49324566338055
name: Preparing Trees
verified: no, type: preparing_trees_reward
value: 654.5333339691163 +/- 369.49324566338055
name: Preparing Trees Reward
verified: no, type: water_drop
value: 19.52499990463257 +/- 10.494119202517384
name: Water Drop
verified: no, type: water_pickup
value: 19.108333349227905 +/- 10.481433832592886
name: Water Pickup
verified: no, type: cumulative_reward
value: 722.9217496871948 +/- 414.79654723295414
name: Cumulative Reward
verified: no
Likes: 0 | All-time downloads: 0
Created: 2024-08-30 13:14:48