Manan Tomar
Manan Tomar
PhD student at University of Alberta
Verified email at - Homepage
Cited by
Cited by
Mirror Descent Policy Optimization
M Tomar, L Shani, Y Efroni, M Ghavamzadeh
ICLR 2022, arXiv preprint arXiv:2005.09814, 2020
Successor Options: An Option Discovery Framework for Reinforcement Learning
R Ramesh*, M Tomar*, B Ravindran
IJCAI 2019, arXiv preprint arXiv:1905.05731, 2019
Model-invariant State Abstractions for Model-based Reinforcement Learning
M Tomar, A Zhang, R Calandra, ME Taylor, J Pineau
Spotlight at Sparsity in Neural Networks Workshop 2021, arXiv preprint arXiv …, 2021
Agent-Controller Representations: Principled Offline RL with Rich Exogenous Information
R Islam*, M Tomar*, A Lamb, Y Efroni, H Zang, A Didolkar, D Misra, X Li, ...
ICML 2023, arXiv preprint arXiv:2211.00164, 2022
Learning Representations for Pixel-based Control: What Matters and Why?
M Tomar*, UA Mishra*, A Zhang, ME Taylor
TMLR 2022, arXiv preprint arXiv:2111.07775, 2021
Multi-step Greedy Reinforcement Learning Algorithms
M Tomar*, Y Efroni*, M Ghavamzadeh
ICML 2020, arXiv preprint arXiv:1910.02919, 2020
Robotic Offline RL from Internet Videos via Value-function Pre-training
C Bhateja, D Guo, D Ghosh, A Singh, M Tomar, Q Vuong, Y Chebotar, ...
ICRA 2024, arXiv preprint arXiv:2309.13041, 2023
Ignorance is Bliss: Robust Control via Information Gating
M Tomar, R Islam, ME Taylor, S Levine, P Bachman
NeurIPS 2023, arXiv preprint arXiv:2303.06121, 2023
MaMiC: Macro and Micro Curriculum for Robotic Reinforcement Learning
M Tomar, A Sathuluri, B Ravindran
AAMAS 2019, arXiv preprint arXiv:1905.07193, 2019
Representation Learning in Deep RL via Discrete Information Bottleneck
R Islam, H Zang, M Tomar, A Didolkar, MM Islam, SY Arnob, T Iqbal, X Li, ...
AISTATS 2023, arXiv preprint arXiv:2212.13835, 2022
Video-Guided Skill Discovery
M Tomar, D Ghosh, V Myers, A Dragan, ME Taylor, P Bachman, S Levine
ICML 2023 Workshop The Many Facets of Preference-Based Learning, 2023
Video Occupancy Models
M Tomar, P Hansen-Estruch, P Bachman, A Lamb, J Langford, ME Taylor, ...
arXiv preprint arXiv:2407.09533, 2024
Unified Auto-Encoding with Masked Diffusion
P Hansen-Estruch, S Vishwanath, A Zhang, M Tomar
arXiv preprint arXiv:2406.17688, 2024
Reward Centering
A Naik, Y Wan, M Tomar, RS Sutton
RLC 2024, arXiv preprint arXiv:2405.09999, 2024
Learning Minimal Representations with Model Invariance
M Tomar, A Zhang, ME Taylor
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