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Unity Pyramids
这是一个基于Unity ML-Agents训练的PPO智能体模型，专门用于运行金字塔游戏环境
Downloads 23
Release Time : 6/27/2022
Model Overview
使用深度强化学习(PPO算法)训练的智能体，能够在Unity的3D金字塔游戏环境中自主导航和完成任务
Model Features
基于Unity ML-Agents框架
使用Unity官方的机器学习代理框架训练，与Unity游戏引擎无缝集成
PPO算法实现
采用近端策略优化(PPO)这一先进的强化学习算法进行训练
3D环境交互
能够在复杂的3D金字塔游戏环境中进行导航和决策
Model Capabilities
3D环境导航
障碍物避让
目标导向行为
强化学习决策
Use Cases
游戏AI
金字塔游戏AI
作为金字塔游戏中的自主智能体，能够完成游戏设定的任务
可在Hugging Face Spaces上观看实际运行效果
强化学习研究
3D环境导航研究
可作为研究3D环境中智能体导航行为的基准模型
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