Reinforcement Learning in a large scale photonic Recurrent Neural Network.
Julian BuenoSheler MaktoobiLuc FroehlyIngo FischerMaxime JacquotLaurent LargerDaniel BrunnerPublished in: CoRR (2017)
Keyphrases
- recurrent neural networks
- reinforcement learning
- neural network
- feed forward
- recurrent networks
- complex valued
- reservoir computing
- feedforward neural networks
- neural model
- markov decision processes
- artificial neural networks
- echo state networks
- state space
- real world
- small scale
- neuro fuzzy
- hidden layer
- function approximation
- long short term memory
- temporal difference
- reinforcement learning algorithms
- probabilistic model
- learning process
- multi agent
- real time
- optimal control
- transfer learning
- action selection
- input output
- optimal policy
- hebbian learning
- learning algorithm