最小二次方时序差分学习

原文地址:

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【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

【PPT】  Least squares temporal difference learning-LMLPHP

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LSTD

Bradtke and Barto (1996). Linear least-squares algorithms for temporal difference learning.

Geramifard et al (2006). Incremental Least-Squares Temporal Difference Learning.

Szepesv ́ari (2009). Algorithms for Reinforcement Learning.

LSTD(λ)

Boyan (2002). Technical Update: Least-Squares Temporal Difference Learning.

Gehring et al (2016). Incremental Truncated LSTD.

Off-policy LSTD(λ)

Yu (2010). Convergence of Least Squares Temporal Difference Methods Under General Conditions.

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