paper-with-me

True Online TD Lambda

2000년 도입

True Online $TD\left(\lambda\right)$ seeks to approximate the ideal online $\lambda$-return algorithm. It seeks to invert this ideal forward-view algorithm to produce an efficient backward-view algorithm using eligibility traces. It uses dutch traces rather than accumulating traces. Source: Sutton and Seijen

On-Policy TD Control · Reinforcement Learning