Double Q($\sigma$) and Q($\sigma ,\lambda$): Unifying Reinforcement Learning Control Algorithms

Markus Dumke

Temporal-difference (TD) learning is an important field in reinforcement learning. Sarsa and Q-Learning are among the most used TD algorithms. The Q($\sigma$) algorithm (Sutton and Bart…