EWRL 2008 - PDF Preprint Papers

EWRL 2008

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EWRL
2008

191views Machine Learning» more EWRL 2008»

Bayesian Reward Filtering

14 years 2 months ago

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A wide variety of function approximation schemes have been applied to reinforcement learning. However, Bayesian filtering approaches, which have been shown efficient in other field...

Matthieu Geist, Olivier Pietquin, Gabriel Fricout

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Id	Views	Title	Status

1	191	Bayesian Reward Filtering	claim
2	186	Efficient Reinforcement Learning in Parameterized Models: Discrete Parameter Case	claim
3	158	Basis Expansion in Natural Actor Critic Methods	claim
4	148	Policy Learning - A Unified Perspective with Applications in Robotics	claim
5	144	Regularized Fitted Q-Iteration: Application to Planning	claim
6	143	New Error Bounds for Approximations from Projected Linear Equations	claim
7	133	Exploiting Additive Structure in Factored MDPs for Reinforcement Learning	claim
8	129	Markov Decision Processes with Arbitrary Reward Processes	claim
9	121	Probabilistic Inference for Fast Learning in Control	claim
10	121	Variable Metric Reinforcement Learning Methods Applied to the Noisy Mountain Car Problem	claim
11	104	Optimistic Planning of Deterministic Systems	claim

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