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Rohan Chitnis — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Rohan Chitnis
18
papers ·
39
citations ·
13
h-index
Google Scholar ↗
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Most-cited papers
Intrinsic Motivation for Encouraging Synergistic Behavior
2020 · 5 citations
When should we prefer Decision Transformers for Offline Reinforcement Learning?
2023 · 5 citations
GLIB: Efficient Exploration for Relational Model-Based Reinforcement Learning via Goal-Literal Babbling
2020 · 3 citations
CAMPs: Learning Context-Specific Abstractions for Efficient Planning in Factored MDPs
2020 · 2 citations
IQL-TD-MPC: Implicit Q-Learning for Hierarchical Model Predictive Control
2023 · 1 citations
Reinforcement Learning for Classical Planning: Viewing Heuristics as Dense Reward Generators
2021
SMORE: Score Models for Offline Goal-Conditioned Reinforcement Learning
2023
Top co-authors
Leslie Pack Kaelbling
· 3
Alborz Geramifard
· 2
Amy Zhang
· 2
Tomás Lozano-Pérez
· 2
Abhinav Gupta
· 1
Ahmed Touati
· 1
Harshit Sikchi
· 1
Joshua Tenenbaum
· 1
Michael Katz
· 1
Olivier Delalleau
· 1
Prajjwal Bhargava
· 1
Saurabh Gupta
· 1
Topics
Model-Based RL
Exploration
Offline RL
Multi-Agent
Meta-RL
Value-Based