Two Time-scale Off-Policy TD Learning: Non-asymptotic Analysis ...
We focus on the TDC algorithm [Sutton et al., 2009], which is a gradient TD algorithm. See [Yao,. 2023] for a review of the algorithm. The ...
Series TD - Type TDC - Control Valve SystemsWe demonstrate that TDC frequently outperforms the saddlepoint variant of Gradient TD, motivating why we build on TDC and the utility of being able to shift ... td 13 fonctions harmoniques - probl `eme de dirichletIn the Document History table, version are identified as x.n where. ?x? is a correlative number assigned to an approved version when reaching a main ... Variance-Reduced Off-Policy TDC Learning - NIPS papersVariance reduction techniques have been successfully applied to temporal- difference (TD) learning and help to improve the sample complexity in policy.
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