Parameswaran Kamalaruban
- Proximal Curriculum for Reinforcement Learning Agents
2023/04/25 by Georgios Tzannetos, Tzannetos, Georgios, Bárbara Gomes Ribeiro +5 · 9 citations
Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
- Reward Model Learning vs. Direct Policy Optimization: A Comparative Analysis of Learning from Human Preferences
2024/03/04 by Andi Nika, Debmalya Mandal, Nika, Andi +9 · 7 citations
Economics, Econometrics and Finance · #Economic Policies and Impacts
- Corruption Robust Offline Reinforcement Learning with Human Feedback
2024/02/09 by Debmalya Mandal, Mandal, Debmalya, Andi Nika +7 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Curriculum Design for Teaching via Demonstrations: Theory and Applications
2021/06/08 by Gaurav Yengera, Rati Devidze, Yengera, Gaurav +5 · 2 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Adversarially Robust Decision Transformer
2024/07/25 by Xiaohang Tang, Afonso Marques, Tang, Xiaohang +5 · 4 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Neural Networks and Applications
- Learning Personalized Decision Support Policies
2023/04/13 by Umang Bhatt, Bhatt, Umang, Valerie Chen +11 · 2 citations
Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Decision-Making and Behavioral Economics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Smart Grid Energy Management
- Improved Optimistic Mirror Descent for Sparsity and Curvature
2016/09/08 by Parameswaran Kamalaruban, Kamalaruban, Parameswaran · 1 citation
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Numerical Analysis Techniques #Advanced Vision and Imaging #FOS: Computer and information sciences #Machine Learning (cs.LG)