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说明文档

This model serves as the baseline for the Wildfire Resource Management environment, trained and tested on task <code>2</code> with difficulty <code>5</code> using the Proximal Policy Optimization (PPO) algorithm.<br><br>

Environment: Wildfire Resource Management<br> Task: <code>2</code><br> Difficulty: <code>5</code><br> Algorithm: <code>PPO</code><br> Episode Length: <code>500</code><br> Training <code>max_steps</code>: <code>450000</code><br> Testing <code>max_steps</code>: <code>45000</code><br><br>

Train & Test Scripts<br> Download the Environment


Translation:

该模型是野火资源管理(Wildfire Resource Management)环境的基线模型,使用近端策略优化(PPO)算法在任务 <code>2</code> 和难度 <code>5</code> 上进行训练和测试。<br><br>

环境:野火资源管理(Wildfire Resource Management)<br> 任务:<code>2</code><br> 难度:<code>5</code><br> 算法:<code>PPO</code><br> 回合长度:<code>500</code><br> 训练 <code>max_steps</code>:<code>450000</code><br> 测试 <code>max_steps</code>:<code>45000</code><br><br>

训练和测试脚本<br> 下载环境

hivex-research/hivex-WRM-PPO-baseline-task-2-difficulty-5

作者 hivex-research

reinforcement-learning hivex
↓ 0 ♥ 0

创建时间: 2024-08-28 14:17:27+00:00

更新时间: 2025-03-20 23:31:44+00:00

在 Hugging Face 上查看

文件 (10)

.gitattributes
Agent.onnx ONNX
Agent/Agent-450801.onnx ONNX
Agent/Agent-450801.pt
Agent/checkpoint.pt
Agent/events.out.tfevents.1716768589.RICHARD.22860.0
README.md
configuration.yaml
run_logs/timers.json
run_logs/training_status.json