Energy-Based Hindsight Experience Prioritization. - Rui Zhao 011; Volker Tresp (CoRL, 2018)

Improving Goal-Oriented Visual Dialog Agents via Advanced Recurrent Nets with Tempered Policy Gradient. - Rui Zhao 011; Volker Tresp (LaCATODA@IJCAI, 2018)

Efficient Dialog Policy Learning via Positive Memory Retention. - Rui Zhao 011; Volker Tresp (SLT, 2018)

Learning Goal-Oriented Visual Dialog via Tempered Policy Gradient. - Rui Zhao 011; Volker Tresp (SLT, 2018)

Maximum Entropy-Regularized Multi-Goal Reinforcement Learning. - Rui Zhao 011; Xudong Sun 002; Volker Tresp (ICML, 2019)

Curiosity-Driven Experience Prioritization via Density Estimation. - Rui Zhao 011; Volker Tresp (CoRR, 2019)

Learning Individualized Treatment Rules with Estimated Translated Inverse Propensity Score. - Zhiliang Wu; Yinchong Yang; Yunpu Ma; Yushan Liu 002; Rui Zhao 011; Michael Moor; Volker Tresp (ICHI, 2020)

Mutual Information-based State-Control for Intrinsically Motivated Reinforcement Learning. - Rui Zhao 011; Volker Tresp; Wei Xu (CoRR, 2020)

Deep reinforcement learning in robotics and dialog systems. - Rui Zhao 011 (2020)

Mutual Information State Intrinsic Control. - Rui Zhao 011; Yang Gao 029; Pieter Abbeel; Volker Tresp; Wei Xu (ICLR, 2021)

Semantics for Global and Local Interpretation of Deep Convolutional Neural Networks. - Jindong Gu; Rui Zhao 011; Volker Tresp (IJCNN, 2021)

Maximum Entropy Population Based Training for Zero-Shot Human-AI Coordination. - Rui Zhao 011; Jinming Song; Haifeng Hu 009; Yang Gao 029; Yi Wu 013; Zhongqian Sun; Yang Wei (CoRR, 2021)

Maximum Entropy Population-Based Training for Zero-Shot Human-AI Coordination. - Rui Zhao 011; Jinming Song; Yufeng Yuan; Haifeng Hu 009; Yang Gao 029; Yi Wu 013; Zhongqian Sun; Wei Yang (AAAI, 2023)