Hon Tik Tse

Hon Tik Tse

PhD Student

Peer-Reviewed

DROGO: Default Representation Objective via Graph Optimization in Reinforcement Learning
Hon Tik Tse, Marlos C. Machado
Advances in Neural Information Processing Systems (NeurIPS), 2026
Paper
Reward-Aware Proto-Representations in Reinforcement Learning
Hon Tik Tse, Siddarth Chandrasekar, Marlos C. Machado
Advances in Neural Information Processing Systems (NeurIPS), 2025
Paper
High-Confidence Policy Improvement from Human Feedback
Hon Tik Tse, Philip S. Thomas, Scott Niekum
Reinforcement Learning Journal (RLJ), 2025
Paper

Preprints

Exploiting Semantic Epsilon Greedy Exploration Strategy in Multi-Agent Reinforcement Learning
Hon Tik Tse, Ho-fung Leung
arXiv preprint arXiv:2201.10803, 2022
Paper