Investigating Gender Fairness in Machine Learning-driven Personalized Care for Chronic Painby Pratik Gajane, Sean Newman,…
A Model-Based Approach for Improving Reinforcement Learning Efficiency Leveraging Expert Observationsby Erhan Can Ozcan, Vittorio…
Dr. Strategy: Model-Based Generalist Agents with Strategic Dreamingby Hany Hamed, Subin Kim, Dongyeong Kim, Jaesik Yoon,…
Disentangling the Causes of Plasticity Loss in Neural Networksby Clare Lyle, Zeyu Zheng, Khimya Khetarpal,…
MMSR: Symbolic Regression is a Multi-Modal Information Fusion Taskby Yanjie Li, Jingyi Liu, Weijun Li,…
Sample-Efficient Preference-based Reinforcement Learning with Dynamics Aware Rewardsby Katherine Metcalf, Miguel Sarabia, Natalie Mackraz, Barry-John…
Provably Efficient Partially Observable Risk-Sensitive Reinforcement Learning with Hindsight Observationby Tonghe Zhang, Yu Chen, Longbo…
Provable Risk-Sensitive Distributional Reinforcement Learning with General Function Approximationby Yu Chen, Xiangcheng Zhang, Siwei Wang,…
Independent Learning in Constrained Markov Potential Gamesby Philip Jordan, Anas Barakat, Niao HeFirst submitted to…
Imitation-regularized Optimal Transport on Networks: Provable Robustness and Application to Logistics Planningby Koshi Oishi, Yota…