TD(lambda)

Definition

TD($\lambda$) is a TD algorithm that uses the lambda-Return for value function updates. $V(S_t)\leftarrow V(S_t)+\alpha [G_t^{\lambda }-V(S_t)]$ where $G_t^{\lambda }$ is the lambda-Return

Examples

• $TD(0)$: Temporal Difference Learning
• $TD(1)$: Monte Carlo Method