Spotlight

Thu 11:40

EAT-C: Environment-Adversarial sub-Task Curriculum for Efficient Reinforcement Learning
Shuang Ao · Tianyi Zhou · Jing Jiang · Guodong Long · Xuan Song · Chengqi Zhang

Spotlight

Thu 8:00

Pessimistic Q-Learning for Offline Reinforcement Learning: Towards Optimal Sample Complexity
Laixi Shi · Gen Li · Yuting Wei · Yuxin Chen · Yuejie Chi

Spotlight

Wed 10:25

Cascaded Gaps: Towards Logarithmic Regret for Risk-Sensitive Reinforcement Learning
Yingjie Fei · Ruitu Xu

Poster

Thu 15:00

EAT-C: Environment-Adversarial sub-Task Curriculum for Efficient Reinforcement Learning
Shuang Ao · Tianyi Zhou · Jing Jiang · Guodong Long · Xuan Song · Chengqi Zhang

Spotlight

Thu 8:45

Branching Reinforcement Learning
Yihan Du · Wei Chen

Spotlight

Thu 11:55

On the Role of Discount Factor in Offline Reinforcement Learning
Hao Hu · yiqin yang · Qianchuan Zhao · Chongjie Zhang

Poster

Thu 15:00

Pessimistic Q-Learning for Offline Reinforcement Learning: Towards Optimal Sample Complexity
Laixi Shi · Gen Li · Yuting Wei · Yuxin Chen · Yuejie Chi

Spotlight

Thu 10:55

A Simple Reward-free Approach to Constrained Reinforcement Learning
Sobhan Miryoosefi · Chi Jin

Poster

Wed 15:30

Cascaded Gaps: Towards Logarithmic Regret for Risk-Sensitive Reinforcement Learning
Yingjie Fei · Ruitu Xu

Spotlight

Wed 14:25

Leveraging Approximate Symbolic Models for Reinforcement Learning via Skill Diversity
Lin Guan · Sarath Sreedharan · Subbarao Kambhampati

Poster

Thu 15:00

Branching Reinforcement Learning
Yihan Du · Wei Chen

Poster

Thu 15:00

On the Role of Discount Factor in Offline Reinforcement Learning
Hao Hu · yiqin yang · Qianchuan Zhao · Chongjie Zhang