Lin Zhao

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

Video-STR: Reinforcing MLLMs in Video Spatio-Temporal Reasoning with Relation Graph

VIPO: Value Function Inconsistency Penalized Offline Reinforcement Learning

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

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

On the Convergence of Continuous Single-timescale Actor-critic

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