Model: hivex-research/hivex-AWS-PPO-baseline-task-2-difficulty-3
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_3_task_2_run_id_0_train
tags: hivex, hivex-aerial-wildfire-suppression, reinforcement-learning, multi-agent-reinforcement-learning
model-index: name: hivex-AWS-PPO-baseline-task-2-difficulty-3
results: task: type: sub-task
name: maximize_preparing_non_burning_trees
task-id: 2
difficulty-id: 3
dataset: name: hivex-aerial-wildfire-suppression
type: hivex-aerial-wildfire-suppression
metrics: type: crash_count
value: 0.0833333358168602 +/- 0.1378617027533506
name: Crash Count
verified: no, type: extinguishing_trees
value: 18.683333218097687 +/- 27.558120115325824
name: Extinguishing Trees
verified: no, type: extinguishing_trees_reward
value: 93.41666712760926 +/- 137.79060314424476
name: Extinguishing Trees Reward
verified: no, type: fire_out
value: 0.35833333656191824 +/- 0.36784102365159543
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: 556.9166661500931 +/- 491.4252421024537
name: Preparing Trees
verified: no, type: preparing_trees_reward
value: 2784.5833506584167 +/- 2457.1262108957085
name: Preparing Trees Reward
verified: no, type: water_drop
value: 39.591666674613954 +/- 20.687346400193867
name: Water Drop
verified: no, type: water_pickup
value: 39.18333334922791 +/- 20.631967029054877
name: Water Pickup
verified: no, type: cumulative_reward
value: 2911.9833114624025 +/- 2372.473518108635
name: Cumulative Reward
verified: no
Likes: 0 | All-time downloads: 0
Created: 2024-08-30 13:11:24