Search Sciweavers | Sciweavers

495 search results - page 11 / 99

» Constructing States for Reinforcement Learning

140

Voted

PRICAI
2000
Springer

193views Artificial Intelligence» more PRICAI 2000»

Generating Hierarchical Structure in Reinforcement Learning from State Variables

15 years 5 months ago

Download www.csee.umbc.edu

This paper presents the CQ algorithm which decomposes and solves a Markov Decision Process (MDP) by automatically generating a hierarchy of smaller MDPs using state variables. The ...

Bernhard Hengst

claim paper

Read More »

click to vote

NECO
2007

87views more NECO 2007»

Reinforcement Learning State Estimator

15 years 1 months ago

Download www.nc.irp.oist.jp

cal networks in the learning of abstract and effector-specific representations of motor sequences. Neuroimage. 32, 714-727. (Neuroimage Editor’s Choice Award, 2006) Daw, N. D. Do...

Jun Morimoto, Kenji Doya

claim paper

Read More »

109

click to vote

NIPS
1993

92views Information Technology» more NIPS 1993»

The Parti-Game Algorithm for Variable Resolution Reinforcement Learning in Multidimensional State-Spaces

15 years 3 months ago

Download www.ri.cmu.edu

Parti-game is a new algorithm for learning feasible trajectories to goal regions in high dimensionalcontinuousstate-spaces. In high dimensions it is essential that learningdoes not...

Andrew W. Moore

claim paper

Read More »

click to vote

AUSAI
2007
Springer

97views Artificial Intelligence» more AUSAI 2007»

Safe State Abstraction and Reusable Continuing Subtasks in Hierarchical Reinforcement Learning

15 years 8 months ago

Download www.cse.unsw.edu.au

Bernhard Hengst

claim paper

Read More »