Debmalya Mandal

1. Performative Reinforcement Learning
   2022/06/30 by Debmalya Mandal, Mandal, Debmalya, Stelios Triantafyllou +3 · 4 citations
   Computer Science · Neuroscience · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Neural dynamics and brain function #Reinforcement Learning in Robotics
2. Performative Reinforcement Learning in Gradually Shifting Environments
   2024/02/15 by Ben Rank, Rank, Ben, Stelios Triantafyllou +5 · 2 citations
   Computer Science · #Reinforcement Learning in Robotics
3. Reward Model Learning vs. Direct Policy Optimization: A Comparative Analysis of Learning from Human Preferences
   2024/03/04 by Andi Nika, Nika, Andi, Debmalya Mandal +9 · 2 citations
   Economics, Econometrics and Finance · #Economic Policies and Impacts
4. Corruption Robust Offline Reinforcement Learning with Human Feedback
   2024/02/09 by Debmalya Mandal, Mandal, Debmalya, Andi Nika +7 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Performative Reinforcement Learning with Linear Markov Decision Process
   2024/11/07 by Debmalya Mandal, Mandal, Debmalya, Goran Radanović +1 · 2 citations
   Business, Management and Accounting · Computer Science · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Supply Chain and Inventory Management
6. Distributionally Robust Reinforcement Learning with Human Feedback
   2025/03/01 by Debmalya Mandal, Mandal, Debmalya, Paulius Sasnauskas +3 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
7. Independent Learning in Performative Markov Potential Games
   2025/04/29 by Rilind Sahitaj, Paulius Sasnauskas, Sahitaj, Rilind +7 · 2 citations
   Computer Science · Decision Sciences · #Adaptive Dynamic Programming Control #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
8. Meta-Learning Preferences for Multilingual LLM Alignment
   2026/07/14 by Jiaying Lin, Seongho Son, Nam Phuong Tran +3
   #cs.CL