Suchergebnisse - "Q-Learning with Linear Function Approximation"

Multiscale Q-learning with linear function approximation von Bhatnagar, Shalabh, Lakshmanan, K.

“… We present in this article a two-timescale variant of Q-learning with linear function approximation. Both Q-values and policies are assumed to be parameterized …”
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A novel Q-learning algorithm with function approximation for constrained Markov decision processes von Lakshmanan, K., Bhatnagar, S.

“… We present a novel multi-timescale Q-learning algorithm for average cost control in a Markov decision process subject to multiple inequality constraints. We …”
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