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» Compositional Models for Reinforcement Learning

67

NIPS
1994

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A Novel Reinforcement Model of Birdsong Vocalization Learning

15 years 1 months ago

A Novel Reinforcement Model of Birdsong Vocalization Learning

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Kenji Doya, Terrence J. Sejnowski

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58

AAMAS
2005
Springer

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

14 years 11 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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88

ACL
2011

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

14 years 3 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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113

CORR
2011
Springer

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

14 years 3 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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105

ICML
2005
IEEE

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Exploration and apprenticeship learning in reinforcement learning

16 years 14 days 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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