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Rohan Chitnis — most-cited papers & profile · AI Agents
← authors
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overview
Rohan Chitnis
8
papers ·
16
citations ·
13
h-index
Google Scholar ↗
Semantic 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
Topics
Model-Based RL
Exploration
Offline RL
Multi-Agent
Meta-RL
Value-Based