Theory of Deep Q-Learning: A Dynamical Systems Perspective.
Arunselvan RamaswamyPublished in: CoRR (2020)
Keyphrases
- dynamical systems
- nonlinear dynamical systems
- state space
- control theory
- reinforcement learning methods
- qualitative simulation
- dynamic systems
- differential equations
- phase space
- reinforcement learning
- markov decision processes
- function approximation
- dynamic programming
- agent environment
- dynamical behavior
- linear systems
- particle filter
- multi agent
- qualitative differential equations
- human motion
- optimal policy
- partially observable
- markov chain
- learning algorithm