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Reinforcement learning, efficient coding, and the statistics of natural tasks

JOURNAL ARTICLE published October 2015 in Current Opinion in Behavioral Sciences

Research funded by National Science Foundation (#1207833)

Authors: Matthew Botvinick | Ari Weinstein | Alec Solway | Andrew Barto

Introduction to optimal control, adaptive control and reinforcement learning

BOOK CHAPTER published 1 January 2012 in Optimal Adaptive Control and Differential Games by Reinforcement Learning Principles

Introduction to Reinforcement Learning

BOOK CHAPTER published 2019 in Applied Reinforcement Learning with Python

Authors: Taweh Beysolow II

Reinforcement learning with replacing eligibility traces

JOURNAL ARTICLE published 1996 in Machine Learning

Authors: Satinder P. Singh | Richard S. Sutton

Reinforcement Learning

BOOK CHAPTER published 2015 in An Introduction to Machine Learning

Authors: Miroslav Kubat

Reinforcement Learning

BOOK CHAPTER published 2017 in An Introduction to Machine Learning

Authors: Miroslav Kubat

Interpretierbares Reinforcement Learning: Aufmerksamkeitsmodelle und relationale Modelle

BOOK CHAPTER published 12 October 2020 in Einstieg in Deep Reinforcement Learning

Authors: Alexander Zai | Brandon Brown

Introduction to Reinforcement Learning

BOOK CHAPTER published 2019 in Deep Reinforcement Learning

Authors: Mohit Sewak

Introduction to Reinforcement Learning

BOOK CHAPTER published 2020 in Deep Reinforcement Learning

Authors: Zihan Ding | Yanhua Huang | Hang Yuan | Hao Dong

Introduction

BOOK CHAPTER published 2020 in Learning to Play

Authors: Aske Plaat

Modellierung von Reinforcement-Learning-Problemen: Markov Decision Processes

BOOK CHAPTER published 12 October 2020 in Einstieg in Deep Reinforcement Learning

Authors: Alexander Zai | Brandon Brown

Reinforcement Learning

BOOK CHAPTER published 31 October 2021 in Machine Learning with Neural Networks

Model-Free reinforcement learning with continuous action in practice

PROCEEDINGS ARTICLE published June 2012 in 2012 American Control Conference (ACC)

Authors: T. Degris | P. M. Pilarski | R. S. Sutton

Intrinsically Motivated Reinforcement Learning: An Evolutionary Perspective

JOURNAL ARTICLE published June 2010 in IEEE Transactions on Autonomous Mental Development

Authors: Satinder Singh | Richard L. Lewis | Andrew G. Barto | Jonathan Sorg

Reinforcement Learning

OTHER published 12 October 2007 in Computational Intelligence

Neuronlike adaptive elements that can solve difficult learning control problems

JOURNAL ARTICLE published September 1983 in IEEE Transactions on Systems, Man, and Cybernetics

Authors: Andrew G. Barto | Richard S. Sutton | Charles W. Anderson

Introduction

BOOK CHAPTER published in Recent Advances in Reinforcement Learning

Authors: Leslie Pack Kaelbling

Introduction

BOOK CHAPTER published 2022 in Deep Reinforcement Learning

Authors: Aske Plaat

Stage theories of health behaviour: Introduction and overview

DATASET published 1998 in PsycEXTRA Dataset

Authors: S. Sutton

Introduction

BOOK CHAPTER published 28 July 2017 in Reinforcement Learning and Dynamic Programming Using Function Approximators