强化学习算法¶
在此页面中，您可以找到当前在 DI-engine中实现的算法。 与我们的算法相关的所有页面都遵循以下结构：
概述
快速了解
重要公示/重要图示
伪代码
扩展
实现
实现 Benchmark
参考文献
演员—评委（Actor-Critic）
多智能体强化学习
探索
离线强化学习
- GitHub
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OpenDILabDI-engine
OpenDILab Decision AI Engine
LightZeroOpenDILab Decision Monte Carlo Tree Search Framework
GenerativeRLOpenDILab Generative AI Framework
DI-starOpenDILab Decision AI in StarCraftII
DI-driveOpenDILab Auto-driving platform
GoBiggerOpenDILab Multi-Agent Environment
DI-smartcrossDecision Intelligence Platform for Traffic Crossing Signal Control
DI-treetensorTree Nested PyTorch Tensor Lib
DI-sheepDeep Reinforcement Learning + 3 Tiles Game
awesome-model-based-RLA curated list of awesome model based RL resources (continually updated)
awesome-decision-transformerA curated list of Decision Transformer resources (continually updated)
awesome-exploration-rlA curated list of awesome exploration RL resources (continually updated)
awesome-multi-modal-reinforcement-learningA curated list of Multi-Modal Reinforcement Learning resources (continually updated)