Surrogate Objectives for Batch Policy Optimization in One-step Decision Making. - Minmin Chen; Ramki Gummadi; Chris Harris 001; Dale Schuurmans (NeurIPS, 2019)

Off-Policy Evaluation via Off-Policy Classification. - Alexander Irpan; Kanishka Rao; Konstantinos Bousmalis; Chris Harris 001; Julian Ibarz; Sergey Levine (NeurIPS, 2019)

RL-CycleGAN: Reinforcement Learning Aware Simulation-to-Real. - Kanishka Rao; Chris Harris 001; Alex Irpan; Sergey Levine; Julian Ibarz; Mohi Khansari (CVPR, 2020)

A Maximum-Entropy Approach to Off-Policy Evaluation in Average-Reward MDPs. - Nevena Lazic; Dong Yin; Mehrdad Farajtabar; Nir Levine; Dilan Görür; Chris Harris 001; Dale Schuurmans (NeurIPS, 2020)

Understanding and Leveraging Overparameterization in Recursive Value Estimation. - Chenjun Xiao; Bo Dai 001; Jincheng Mei; Oscar A. Ramirez; Ramki Gummadi; Chris Harris 001; Dale Schuurmans (ICLR, 2022)

Target Networks and Over-parameterization Stabilize Off-policy Bootstrapping with Function Approximation. - Fengdi Che; Chenjun Xiao; Jincheng Mei; Bo Dai 001; Ramki Gummadi; Oscar A. Ramirez; Christopher K. Harris; A. Rupam Mahmood; Dale Schuurmans (ICML, 2024)