Nicholas K. Jong

According to our database, Nicholas K. Jong authored at least 13 papers between 2003 and 2009.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2009

Compositional Models for Reinforcement Learning.

Nicholas K. Jong, Peter Stone

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

2008

Transferring Instances for Model-Based Reinforcement Learning.

Matthew E. Taylor, Nicholas K. Jong, Peter Stone

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

The utility of temporal abstraction in reinforcement learning.

Nicholas K. Jong, Todd Hester, Peter Stone

Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

Automatic induction of generalization hierarchies for reinforcement learning.

Nicholas K. Jong

Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

2007

On the use of hybrid reinforcement learning for autonomic resource allocation.

Gerald Tesauro, Nicholas K. Jong, Rajarshi Das, Mohamed N. Bennani

Clust. Comput., 2007

Model-Based Exploration in Continuous State Spaces.

Nicholas K. Jong, Peter Stone

Proceedings of the Abstraction, 2007

Model-based function approximation in reinforcement learning.

Nicholas K. Jong, Peter Stone

Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007

2006

From pixels to multi-robot decision-making: A study in uncertainty.

Peter Stone, Mohan Sridharan, Daniel Stronger, Gregory Kuhlmann, Nate Kohl, Peggy Fidelman, Nicholas K. Jong

Robotics Auton. Syst., 2006

A Hybrid Reinforcement Learning Approach to Autonomic Resource Allocation.

Gerald Tesauro, Nicholas K. Jong, Rajarshi Das, Mohamed N. Bennani

Proceedings of the 3rd International Conference on Autonomic Computing, 2006

Improvement of Systems Management Policies Using Hybrid Reinforcement Learning.

Gerald Tesauro, Nicholas K. Jong, Rajarshi Das, Mohamed N. Bennani

Proceedings of the Machine Learning: ECML 2006, 2006

2005

State Abstraction Discovery from Irrelevant State Variables.

Nicholas K. Jong, Peter Stone

Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

Towards Autonomous Topological Place Detection Using the Extended Voronoi Graph.

Patrick Beeson, Nicholas K. Jong, Benjamin Kuipers

Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

2003

Learning Predictive State Representations.

Satinder Singh, Michael L. Littman, Nicholas K. Jong, David Pardoe, Peter Stone

Proceedings of the Machine Learning, 2003