Publications

Haoxing Tian, Zaiwei Chen, Ioannis Ch. Paschalidis, and Alex Olshevsky. "Bridging the Gap Between Average and Discounted TD Learning.'' International Conference on Machine Learning (2026).

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

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

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