ACT: Empowering Decision Transformer with Dynamic Programming via Advantage Conditioning
Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI'24), 2024
Chen-Xiao Gao, Chenyang Wu, Mingjun Cao, Rui Kong, Zongzhang Zhang, Yang Yu

DOI: 10.1609/aaai.v38i11.29101

Behavior-Regularized Diffusion Policy Optimization for Offline Reinforcement Learning
Forty-second International Conference on Machine Learning (ICML'25), 2025
Chen-Xiao Gao, Chenyang Wu, Mingjun Cao, Chenjun Xiao, Yang Yu, Zongzhang Zhang

URL: https://openreview.net/forum?id=pUCYJ9JJuZ

Physics-Informed Generative World Models for Real-Time Bidding: Deriving Statistical Laws from First Principles
Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'26), 2026
Chenyang Wu, Tianyu Wang, Shengjun Fang, Mingjun Cao, Pengfei Liu, Zongzhang Zhang, Yeshu Li, Zhilin Zhang, Chuan Yu, Jian Xu, Bo Zheng

DOI: 10.1145/3770855.3818160