Leong, Tze-Yun

15 publications

ICML 2025 Catching Two Birds with One Stone: Reward Shaping with Dual Random Networks for Balancing Exploration and Exploitation Haozhe Ma, Fangling Li, Jing Yu Lim, Zhengding Luo, Thanh Vinh Vo, Tze-Yun Leong

NeurIPS 2025 Centralized Reward Agent for Knowledge Sharing and Transfer in Multi-Task Reinforcement Learning Haozhe Ma, Zhengding Luo, Thanh Vinh Vo, Kuankuan Sima, Tze-Yun Leong

MLJ 2025 Federated Causal Inference from Observational Data Thanh Vinh Vo, Young Lee, Tze-Yun Leong

ICLR 2025 Highly Efficient Self-Adaptive Reward Shaping for Reinforcement Learning Haozhe Ma, Zhengding Luo, Thanh Vinh Vo, Kuankuan Sima, Tze-Yun Leong

CoLLAs 2024 Decoupled Prompt-Adapter Tuning for Continual Activity Recognition Di Fu, Thanh Vinh Vo, Haozhe Ma, Tze-Yun Leong

ICML 2024 Reward Shaping for Reinforcement Learning with an Assistant Reward Agent Haozhe Ma, Kuankuan Sima, Thanh Vinh Vo, Di Fu, Tze-Yun Leong

NeurIPS 2022 An Adaptive Kernel Approach to Federated Learning of Heterogeneous Causal Effects Thanh Vinh Vo, Arnab Bhattacharyya, Young Lee, Tze-Yun Leong

UAI 2022 Bayesian Federated Estimation of Causal Effects from Observational Data Thanh Vinh Vo, Young Lee, Trong Nghia Hoang, Tze-Yun Leong

AAAI 2017 An Efficient Approach to Model-Based Hierarchical Reinforcement Learning Zhuoru Li, Akshay Narayan, Tze-Yun Leong

AAAI 2017 SEAPoT-RL: Selective Exploration Algorithm for Policy Transfer in RL Akshay Narayan, Zhuoru Li, Tze-Yun Leong

ECML-PKDD 2012 Bootstrapping Monte Carlo Tree Search with an Imperfect Heuristic Truong-Huy Dinh Nguyen, Wee Sun Lee, Tze-Yun Leong

AAAI 2010 An Analytic Characterization of Model Minimization in Factored Markov Decision Processes Wenyuan Guo, Tze-Yun Leong

ICML 2001 Application of Fuzzy Similarity-Based Fractal Dimensions to Characterize Medical Time Series Manish Sarkar, Tze-Yun Leong

UAI 2000 Causal Mechanism-Based Model Constructions Tsai-Ching Lu, Marek J. Druzdzel, Tze-Yun Leong

UAI 1992 Representing Context-Sensitive Knowledge in a Network Formalism: A Preliminary Report Tze-Yun Leong