Reinforcement Learning: A Tutorial Survey and Recent …

A. Gosavi Reinforcement learning : A Tutorial Survey and Recent Advances Abhijit Gosavi Department of Engineering Management and Systems Engineering 219 Engineering Management Missouri University of Science and Technology Rolla, MO 65409. Email: Abstract In the last few years, Reinforcement learning (RL), also called adaptive (or approximate) dynamic programming (ADP), has emerged as a powerful tool for solving complex sequential decision-making problems in control theory. Although seminal research in this area was performed in the artificial intelligence (AI) community, more re- cently, it has attracted the attention of optimization theorists because of several noteworthy success stories from operations management.

A. Gosavi Reinforcement Learning: A Tutorial Survey and Recent Advances Abhijit Gosavi Department of Engineering Management and Systems Engineering

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