Zhizhou Ren

Efficient Meta Reinforcement Learning for Preference-based Fast Adaptation

Proximal Exploration for Model-guided Protein Sequence Design

Self-Organized Polynomial-Time Coordination Graphs

Off-Policy Reinforcement Learning with Delayed Rewards

Learning Long-Term Reward Redistribution via Randomized Return Decomposition

Generalizable Episodic Memory for Deep Reinforcement Learning

QPLEX: Duplex Dueling Multi-Agent Q-Learning

On the Estimation Bias in Double Q-Learning