Model: hivex-research/hivex-WRM-PPO-baseline-task-1-difficulty-7
Author: hivex-research
Pipeline: reinforcement-learning
Library: hivex
Tags: hivex, tensorboard, onnx, hivex-wildfire-resource-management, reinforcement-learning, multi-agent-reinforcement-learning, arxiv:2501.04180, model-index, region:us
Card metadata: library_name: hivex
original_train_name: WildfireResourceManagement_difficulty_7_task_1_run_id_0_train
tags: hivex, hivex-wildfire-resource-management, reinforcement-learning, multi-agent-reinforcement-learning
model-index: name: hivex-WRM-PPO-baseline-task-1-difficulty-7
results: task: type: sub-task
name: keep_all
task-id: 1
difficulty-id: 7
dataset: name: hivex-wildfire-resource-management
type: hivex-wildfire-resource-management
metrics: type: cumulative_reward
value: 284.57982330322267 +/- 72.33360798945996
name: Cumulative Reward
verified: no, type: collective_performance
value: 49.88518104553223 +/- 12.763755244283319
name: Collective Performance
verified: no, type: individual_performance
value: 26.185771179199218 +/- 6.931004503131118
name: Individual Performance
verified: no, type: reward_for_moving_resources_to_neighbours
value: 1.4022221326828004 +/- 0.2644409904563528
name: Reward for Moving Resources to Neighbours
verified: no, type: reward_for_moving_resources_to_self
value: 224.42632904052735 +/- 61.38166216366554
name: Reward for Moving Resources to Self
verified: no
Likes: 0 | All-time downloads: 0
Created: 2024-08-29 22:31:46