Xuyang Chen

Finite-Time Analysis of Actor-Critic Methods with Deep Neural Network Approximation

VIPO: Value Function Inconsistency Penalized Offline Reinforcement Learning

Taming OOD Actions for Offline Reinforcement Learning: An Advantage-Based Approach

Data Fusion–Enhanced Decision Transformer for Stable Cross-Domain Generalization

On the Convergence of Continuous Single-timescale Actor-critic

Provable Convergence of Single-Timescale Neural Actor-Critic in Continuous Spaces