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Manan Tomar — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Manan Tomar
8
papers ·
35
citations ·
4
h-index
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Mirror Descent Policy Optimization
2020 · 24 citations
Successor Options: An Option Discovery Framework for Reinforcement Learning
2019 · 5 citations
Model-Invariant State Abstractions for Model-Based Reinforcement Learning
2021 · 3 citations
Multi-step Greedy Reinforcement Learning Algorithms
2019 · 2 citations
Representation Learning in Deep RL via Discrete Information Bottleneck
2022 · 1 citations
Agent-Controller Representations: Principled Offline RL with Rich Exogenous Information
2022
Robotic Offline RL from Internet Videos via Value-Function Pre-Training
2023
Top co-authors
Yonathan Efroni
· 3
Alex Lamb
· 2
Aniket Didolkar
· 2
Hongyu Zang
· 2
Mohammad Ghavamzadeh
· 2
Riashat Islam
· 2
Amy Zhang
· 1
Anikait Singh
· 1
Anirudh Goyal
· 1
Aviral Kumar
· 1
Balaraman Ravindran
· 1
Chethan Bhateja
· 1
Topics
Model-Based RL
Offline RL
Exploration
Multi-Agent
Value-Based
Policy Gradient