Tomar, Manan

13 publications

ICLR 2025 The Belief State Transformer Edward S. Hu, Kwangjun Ahn, Qinghua Liu, Haoran Xu, Manan Tomar, Ada Langford, Dinesh Jayaraman, Alex Lamb, John Langford

ICMLW 2024 Reward Centering Abhishek Naik, Yi Wan, Manan Tomar, Richard S. Sutton

NeurIPS 2023 Ignorance Is Bliss: Robust Control via Information Gating Manan Tomar, Riashat Islam, Matthew Taylor, Sergey Levine, Philip Bachman

TMLR 2023 Learning Representations for Pixel-Based Control: What Matters and Why? Manan Tomar, Utkarsh Aashu Mishra, Amy Zhang, Matthew E. Taylor

ICML 2023 Principled Offline RL in the Presence of Rich Exogenous Information Riashat Islam, Manan Tomar, Alex Lamb, Yonathan Efroni, Hongyu Zang, Aniket Rajiv Didolkar, Dipendra Misra, Xin Li, Harm Van Seijen, Remi Tachet Des Combes, John Langford

AISTATS 2023 Representation Learning in Deep RL via Discrete Information Bottleneck Riashat Islam, Hongyu Zang, Manan Tomar, Aniket Didolkar, Md Mofijul Islam, Samin Yeasar Arnob, Tariq Iqbal, Xin Li, Anirudh Goyal, Nicolas Heess, Alex Lamb

NeurIPSW 2023 Robotic Offline RL from Internet Videos via Value-Function Pre-Training Chethan Anand Bhateja, Derek Guo, Dibya Ghosh, Anikait Singh, Manan Tomar, Quan Vuong, Yevgen Chebotar, Sergey Levine, Aviral Kumar

ICMLW 2023 Video-Guided Skill Discovery Manan Tomar, Dibya Ghosh, Vivek Myers, Anca Dragan, Matthew E. Taylor, Philip Bachman, Sergey Levine

NeurIPSW 2022 Agent-Controller Representations: Principled Offline RL with Rich Exogenous Information Riashat Islam, Manan Tomar, Alex Lamb, Hongyu Zang, Yonathan Efroni, Dipendra Misra, Aniket Rajiv Didolkar, Xin Li, Harm van Seijen, Remi Tachet des Combes, John Langford

ICLR 2022 Mirror Descent Policy Optimization Manan Tomar, Lior Shani, Yonathan Efroni, Mohammad Ghavamzadeh

ICML 2020 Multi-Step Greedy Reinforcement Learning Algorithms Manan Tomar, Yonathan Efroni, Mohammad Ghavamzadeh

AAAI 2019 MaMiC: Macro and Micro Curriculum for Robotic Reinforcement Learning Manan Tomar, Akhil Sathuluri, Balaraman Ravindran

IJCAI 2019 Successor Options: An Option Discovery Framework for Reinforcement Learning Rahul Ramesh, Manan Tomar, Balaraman Ravindran