A Theoretical Analysis of Deep Q-Learning.
Zhuoran YangYuchen XieZhaoran WangPublished in: CoRR (2019)
Keyphrases
- theoretical analysis
- cooperative
- reinforcement learning
- function approximation
- multi agent
- numerical simulations
- learning algorithm
- state space
- stochastic approximation
- reinforcement learning algorithms
- action selection
- multiagent learning
- deep learning
- optimal policy
- temporal difference learning
- genetic algorithm
- multi agent reinforcement learning
- model free
- learning rate
- expert systems
- reward function
- learning tasks
- policy iteration
- markov chain
- dynamic programming
- reinforcement learning methods
- decision making
- data sets
- td learning
- bucket brigade