An Introduction to Deep Reinforcement Learning.
Vincent François-LavetPeter HendersonRiashat IslamMarc G. BellemareJoelle PineauPublished in: Found. Trends Mach. Learn. (2018)
Keyphrases
- reinforcement learning
- function approximation
- state space
- temporal difference
- deep learning
- model free
- optimal control
- dynamic programming
- real world
- robotic control
- reinforcement learning methods
- learning capabilities
- reinforcement learning algorithms
- learning process
- expert systems
- multi agent
- learning algorithm
- machine learning
- markov decision process
- fitted q iteration
- real time
- perceptual aliasing
- multi agent reinforcement learning
- evolutionary learning
- temporal difference learning
- transfer learning
- website
- multiscale
- optimal policy
- dynamical systems