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Serge Levine Course Introduction To Reinforcement Learning 6 Value Function PDF

27 Pages·2021·English
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by ['Nathaniel Saura']| 2021| 27 pages| English

About Serge Levine Course Introduction To Reinforcement Learning 6 Value Function

Value function methods estimate the value or Q-function without explicitly learning a policy. Fitted Q-iteration is an off-policy batch method that fits a Q-function directly from samples without knowing the transition dynamics. While value iteration converges in the tabular case, function approximation methods like fitted value iteration and Q-learning do not theoretically converge, though they often work well in practice with tuning.

Detailed Information

Author:['Nathaniel Saura']
Publication Year:2021
Pages:27
Language:English
Format:PDF
Price:FREE
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