Search Results for author: Lulu Zheng

Found 2 papers, 1 papers with code

Episodic Multi-agent Reinforcement Learning with Curiosity-Driven Exploration

2 code implementations • NeurIPS 2021 • Lulu Zheng, Jiarui Chen, Jianhao Wang, Jiamin He, Yujing Hu, Yingfeng Chen, Changjie Fan, Yang Gao, Chongjie Zhang

Efficient exploration in deep cooperative multi-agent reinforcement learning (MARL) still remains challenging in complex coordination problems.

Efficient Exploration Multi-agent Reinforcement Learning +4

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Learning Subgoal Representations with Slow Dynamics

no code implementations • ICLR 2021 • Siyuan Li, Lulu Zheng, Jianhao Wang, Chongjie Zhang

In goal-conditioned Hierarchical Reinforcement Learning (HRL), a high-level policy periodically sets subgoals for a low-level policy, and the low-level policy is trained to reach those subgoals.

Continuous Control Hierarchical Reinforcement Learning +1

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