Reward-Based Exploration: Adaptive Control for Deep Reinforcement Learning.
Zhixiong XuLei CaoXi-liang ChenChenxi LiPublished in: IEICE Trans. Inf. Syst. (2018)
Keyphrases
- adaptive control
- reinforcement learning
- exploration strategy
- action selection
- nonlinear systems
- feedback control
- function approximation
- control problems
- learning algorithm
- state space
- adaptive controller
- model free
- reward function
- reinforcement learning algorithms
- machine learning
- temporal difference
- eligibility traces
- markov decision processes
- active exploration
- autonomous control
- learning agent
- dynamic programming
- chaotic systems
- optimal control
- average reward
- control system
- data mining
- neural network