Echo State Networks for Reinforcement Learning.
Allen G. HartKevin R. OldingA. M. G. CoxOlga IsupovaJonathan H. P. DawesPublished in: CoRR (2021)
Keyphrases
- echo state networks
- reinforcement learning
- recurrent neural networks
- state space
- function approximation
- model free
- learning algorithm
- multi agent
- markov decision processes
- temporal difference
- reinforcement learning algorithms
- optimal policy
- temporal difference learning
- control problems
- reinforcement learning methods
- data sets
- robotic control
- continuous state
- transition model
- real time
- optimal control
- transfer learning
- supervised learning
- search algorithm
- learning environment
- social networks
- data mining
- neural network
- databases