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Swarat Chaudhuri — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Swarat Chaudhuri
25
papers ·
279
citations ·
33
h-index
Google (United Kingdom) · The University of Texas at Austin
Google Scholar ↗
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Most-cited papers
Programmatically Interpretable Reinforcement Learning
2018 · 98 citations
Control Regularization for Reduced Variance Reinforcement Learning
2019 · 39 citations
Bounded Policy Synthesis for POMDPs with Safe-Reachability Objectives
2018 · 18 citations
Neurosymbolic Reinforcement Learning with Formally Verified Exploration
2020 · 14 citations
Imitation-Projected Programmatic Reinforcement Learning
2019 · 8 citations
LTL-Constrained Policy Optimization with Cycle Experience Replay
2024
Guiding Safe Exploration with Weakest Preconditions
2022
Certifiably Robust Reinforcement Learning through Model-Based Abstract Interpretation
2023
Top co-authors
Abhinav Verma
· 5
Greg Anderson
· 2
Isil Dillig
· 2
Yisong Yue
· 2
Ameesh Shah
· 1
Cameron Voloshin
· 1
Chenxi Yang
· 1
Chenxi Yang
· 1
Gabor Orosz
· 1
Greg Anderson
· 1
Hoang M. Le
· 1
Joel W. Burdick
· 1
Topics
Safe RL
Policy Gradient
Model-Based RL
Exploration
Value-Based
Game AI
Meta-RL