Debraj Chakraborty

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Monte Carlo Tree Search

Markov Decision Processes

Temporal Difference Learning

Top Venues

Publications

Alexander Bork, Debraj Chakraborty, Kush Grover, Jan Kretínský, Stefanie Mohr
Learning Explainable and Better Performing Representations of POMDP Strategies. TACAS (2) (2024)
Alexander Bork, Debraj Chakraborty, Kush Grover, Jan Kretinský, Stefanie Mohr
Learning Explainable and Better Performing Representations of POMDP Strategies. CoRR (2024)
Damien Busatto-Gaston, Debraj Chakraborty, Anirban Majumdar, Sayan Mukherjee, Guillermo A. Pérez, Jean-François Raskin
Bi-objective Lexicographic Optimization in Markov Decision Processes with Related Objectives. ATVA (1) (2023)
Damien Busatto-Gaston, Debraj Chakraborty, Anirban Majumdar, Sayan Mukherjee, Guillermo A. Pérez, Jean-François Raskin
Bi-Objective Lexicographic Optimization in Markov Decision Processes with Related Objectives. CoRR (2023)
Debraj Chakraborty, Damien Busatto-Gaston, Jean-François Raskin, Guillermo A. Pérez
Formally-Sharp DAgger for MCTS: Lower-Latency Monte Carlo Tree Search using Data Aggregation with Formal Methods. AAMAS (2023)
Debraj Chakraborty, Damien Busatto-Gaston, Jean-François Raskin, Guillermo A. Pérez
Formally-Sharp DAgger for MCTS: Lower-Latency Monte Carlo Tree Search using Data Aggregation with Formal Methods. CoRR (2023)
Damien Busatto-Gaston, Debraj Chakraborty, Shibashis Guha, Guillermo A. Pérez, Jean-François Raskin
Safe Learning for Near-Optimal Scheduling. QEST (2021)
Damien Busatto-Gaston, Debraj Chakraborty, Gilles Geeraerts, Jean-François Raskin
Monte Carlo Tree Search guided by Symbolic Advice for MDPs. CoRR (2020)
Damien Busatto-Gaston, Debraj Chakraborty, Jean-François Raskin
Monte Carlo Tree Search Guided by Symbolic Advice for MDPs. CONCUR (2020)