Non-Markovian Reinforcement Learning using Fractional Dynamics.
Gaurav GuptaChenzhong YinJyotirmoy V. DeshmukhPaul BogdanPublished in: CoRR (2021)
Keyphrases
- reinforcement learning
- function approximation
- state space
- partially observable domains
- reinforcement learning algorithms
- multi agent
- machine learning
- reinforcement learning agents
- dynamical systems
- learning algorithm
- markov decision processes
- optimal policy
- transfer learning
- dynamic programming
- dynamic model
- action selection
- model free
- temporal difference
- multiscale
- temporal difference learning
- state abstraction
- neural network
- robotic control
- transition model
- reinforcement learning methods
- initial conditions
- reward function
- multi agent systems
- learning problems