Gangwani, Tanmay

13 publications

AAAI 2025 Selective Uncertainty Propagation in Offline RL Sanath Kumar Krishnamurthy, Tanmay Gangwani, Sumeet Katariya, Branislav Kveton, Shrey Modi, Anshuka Rangi

AISTATS 2024 Multi-Objective Optimization via Wasserstein-Fisher-Rao Gradient Flow Yinuo Ren, Tesi Xiao, Tanmay Gangwani, Anshuka Rangi, Holakou Rahmanian, Lexing Ying, Subhajit Sanyal

ICLR 2022 Hindsight Foresight Relabeling for Meta-Reinforcement Learning Michael Wan, Jian Peng, Tanmay Gangwani

ICLR 2022 Imitation Learning from Observations Under Transition Model Disparity Tanmay Gangwani, Yuan Zhou, Jian Peng

NeurIPSW 2021 Hindsight Foresight Relabeling for Meta-Reinforcement Learning Michael Wan, Jian Peng, Tanmay Gangwani

NeurIPSW 2021 Imitation Learning from Observations Under Transition Model Disparity Tanmay Gangwani, Yuan Zhou, Jian Peng

CoRL 2020 Harnessing Distribution Ratio Estimators for Learning Agents with Quality and Diversity Tanmay Gangwani, Jian Peng, Yuan Zhou

NeurIPS 2020 Learning Guidance Rewards with Trajectory-Space Smoothing Tanmay Gangwani, Yuan Zhou, Jian Peng

UAI 2020 Mutual Information Based Knowledge Transfer Under State-Action Dimension Mismatch Michael Wan, Tanmay Gangwani, Jian Peng

ICLR 2020 State-Only Imitation with Transition Dynamics Mismatch Tanmay Gangwani, Jian Peng

UAI 2019 Learning Belief Representations for Imitation Learning in POMDPs Tanmay Gangwani, Joel Lehman, Qiang Liu, Jian Peng

ICLR 2019 Learning Self-Imitating Diverse Policies Tanmay Gangwani, Qiang Liu, Jian Peng

ICLR 2018 Policy Optimization by Genetic Distillation Tanmay Gangwani, Jian Peng