Search results with tag "For reinforcement learning"

Algorithms for Reinforcement Learning

ning; simulation; PAC-learning; Q-learning; actor-critic methods; policy gradient; natural gradient 1 Overview Reinforcement learning (RL) refers to both a learning problem and a sub eld of machine learning. As a learning problem, it refers to learning to control a system so as to maxi-mize some numerical value which represents a long-term ...

  Methods, Learning, Reinforcement, Derating, Reinforcement learning, For reinforcement learning