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Sanjit A. Seshia — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Sanjit A. Seshia
18
papers ·
23
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning Heuristics for Quantified Boolean Formulas through Deep Reinforcement Learning
2018 · 8 citations
Provably Correct Automata Embeddings for Optimal Automata-Conditioned Reinforcement Learning
2025 · 5 citations
Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning
2025
Learning Symbolic Task Decompositions for Multi-Agent Teams
2025
Compositional Automata Embeddings for Goal-Conditioned Reinforcement Learning
2024
LTL-Constrained Policy Optimization with Cycle Experience Replay
2024
Enforcing Almost-Sure Reachability in POMDPs
2020
Top co-authors
Ameesh Shah
· 3
Beyazit Yalcinkaya
· 3
Marcell Vazquez-Chanlatte
· 3
Niklas Lauffer
· 3
Edward A. Lee
· 1
Hanna Krasowski
· 1
Topics
Model-Based RL
Exploration
Meta-RL
Safe RL
Value-Based
cs.MA
cs.AI
cs.CL
cs.FL
cs.LG