Publications

Tian, Haoxing, Ioannis Ch Paschalidis, and Alex Olshevsky. "One-Shot Averaging for Distributed TD ($\lambda $) Under Markov Sampling." IEEE Control Systems Letters (2024).

Tian, Haoxing, Alex Olshevsky, and Yannis Paschalidis. "Convergence of Actor-Critic with Multi-Layer Neural Networks." Advances in Neural Information Processing Systems 36 (2024).

Tian, Haoxing, Ioannis Paschalidis, and Alex Olshevsky. "On the Performance of Temporal Difference Learning With Neural Networks." The Eleventh International Conference on Learning Representations. 2022.