Satinder Singh
Chandigarh University(IN)Lovely Professional University(IN)Indian Institute of Technology Jodhpur(IN)Government Medical College, Amritsar(IN)Manubhai Patel Dental College and Hospital(IN)Google DeepMind (United Kingdom)(GB)Google (United Kingdom)(GB)Institute for Soil Sciences(HU)Post Graduate Institute of Medical Education and Research(IN)Tata Consultancy Services (India)(IN)Dr. B. R. Ambedkar National Institute of Technology Jalandhar(IN)Chitkara University(IN)Punjabi University(IN)
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Evolutionary Algorithms and Applications, Advanced Bandit Algorithms Research, Machine Learning and Algorithms, Auction Theory and Applications
Most-Cited Works
- Policy Gradient Methods for Reinforcement Learning with Function Approximation(1999)
- → Between MDPs and semi-MDPs: A framework for temporal abstraction in reinforcement learning(1999)3,078 cited
- → Learning to act using real-time dynamic programming(1995)1,105 cited
- → Near-Optimal Reinforcement Learning in Polynomial Time(2002)850 cited
- → On the Convergence of Stochastic Iterative Dynamic Programming Algorithms(1994)796 cited
- → Intrinsically Motivated Reinforcement Learning(2005)634 cited
- → Convergence Results for Single-Step On-Policy Reinforcement-Learning Algorithms(2000)618 cited