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» Policy Gradient Critics

15

AIPS
2007

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FF + FPG: Guiding a Policy-Gradient Planner

13 years 10 months ago

FF + FPG: Guiding a Policy-Gradient Planner

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Olivier Buffet, Douglas Aberdeen

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20

AIPS
2007

81views Artificial Intelligence» more AIPS 2007»

Gradient-Based Relational Reinforcement Learning of Temporally Extended Policies

13 years 10 months ago

Gradient-Based Relational Reinforcement Learning of Temporally Extended Policies

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Charles Gretton

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15

IGPL
2010

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Recurrent policy gradients

13 years 6 months ago

Recurrent policy gradients

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Daan Wierstra, Alexander Förster, Jan Peters,...

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23

RAS
2010

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Policy gradient learning for quadruped soccer robots

13 years 2 months ago

Policy gradient learning for quadruped soccer robots

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Andrea Cherubini, Francesca Giannone, Luca Iocchi,...

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22

NIPS
2001

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Rates of Convergence of Performance Gradient Estimates Using Function Approximation and Bias in Reinforcement Learning

13 years 9 months ago

Rates of Convergence of Performance Gradient Estimates Using Function Approximation and Bias in Reinforcement Learning

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We address two open theoretical questions in Policy Gradient Reinforcement Learning. The first concerns the efficacy of using function approximation to represent the state action ...

Gregory Z. Grudic, Lyle H. Ungar

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