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» Compositional Models for Reinforcement Learning

20

NIPS
1994

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A Novel Reinforcement Model of Birdsong Vocalization Learning

13 years 9 months ago

A Novel Reinforcement Model of Birdsong Vocalization Learning

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Kenji Doya, Terrence J. Sejnowski

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24

AAMAS
2005
Springer

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SMART (Stochastic Model Acquisition with ReinforcemenT) Learning Agents: A Preliminary Report

13 years 7 months ago

SMART (Stochastic Model Acquisition with ReinforcemenT) Learning Agents: A Preliminary Report

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Christopher Child, Kostas Stathis

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22

ACL
2011

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Hierarchical Reinforcement Learning and Hidden Markov Models for Task-Oriented Natural Language Generation

12 years 11 months ago

Hierarchical Reinforcement Learning and Hidden Markov Models for Task-Oriented Natural Language Generation

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Nina Dethlefs, Heriberto Cuayáhuitl

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31

CORR
2011
Springer

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A Real-Time Model-Based Reinforcement Learning Architecture for Robot Control

12 years 11 months ago

A Real-Time Model-Based Reinforcement Learning Architecture for Robot Control

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Todd Hester, Michael Quinlan, Peter Stone

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22

ICML
2005
IEEE

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Exploration and apprenticeship learning in reinforcement learning

14 years 8 months ago

Exploration and apprenticeship learning in reinforcement learning

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We consider reinforcement learning in systems with unknown dynamics. Algorithms such as E3 (Kearns and Singh, 2002) learn near-optimal policies by using "exploration policies...

Pieter Abbeel, Andrew Y. Ng

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