A Theoretical Analysis of Deep Q-Learning.
Jianqing FanZhaoran WangYuchen XieZhuoran YangPublished in: L4DC (2020)
Keyphrases
- theoretical analysis
- reinforcement learning
- cooperative
- numerical simulations
- multi agent
- learning algorithm
- function approximation
- state space
- action selection
- optimal policy
- database
- stochastic approximation
- learning rate
- reinforcement learning methods
- credit assignment
- relational reinforcement learning
- multi agent reinforcement learning
- temporal difference learning
- reinforcement learning algorithms
- model free
- deep learning
- policy iteration
- multiagent learning
- bucket brigade
- evaluation function