Abhishek Naik
- Learning and Planning in Average-Reward Markov Decision Processes
2020/06/29 by Yi Wan, Wan, Yi, Abhishek Naik +3 · 7 citations
Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Advanced Bandit Algorithms Research #Optimization and Search Problems
- Reward Centering
2024/05/16 by Abhishek Naik, Yi Wan, Naik, Abhishek +5 · 5 citations
Computer Science · Decision Sciences · Psychology · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Behavioral and Psychological Studies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Discounted Reinforcement Learning Is Not an Optimization Problem
2019/10/04 by Abhishek Naik, Roshan Shariff, Naik, Abhishek +7 · 1 citation
Business, Management and Accounting · Computer Science · #Adaptive Dynamic Programming Control #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Supply Chain and Inventory Management
- Average-Reward Learning and Planning with Options
2021/10/26 by Yi Wan, Abhishek Naik, Wan, Yi +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Receptor Mechanisms and Signaling #Reinforcement Learning in Robotics
- Rethinking the Suitability of Reinforcement Learning Algorithms Under Practical Transfer Constraints
2026/07/19 by Hany Hamed, Abhishek Naik, Colin Bellinger +1
#cs.LG #cs.RO