Bram Bakker

According to our database, Bram Bakker authored at least 17 papers between 2000 and 2022.

Collaborative distances:

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

2022

A Multi-Stage, Multi-Feature Machine Learning Approach to Detect Driver Sleepiness in Naturalistic Road Driving Conditions.

Bram Bakker, Bartosz Zablocki, Angela Baker, Vanessa Riethmeister, Bernd Marx, Girish Iyer, Anna Anund, Christer Ahlström

IEEE Trans. Intell. Transp. Syst., 2022

2016

Traffic flow optimization: A reinforcement learning approach.

Erwin Walraven, Matthijs T. J. Spaan, Bram Bakker

Eng. Appl. Artif. Intell., 2016

2011

Improving Differential Power Analysis by Elastic Alignment.

Jasper G. J. van Woudenberg, Marc F. Witteman, Bram Bakker

Proceedings of the Topics in Cryptology - CT-RSA 2011, 2011

2010

Traffic Light Control by Multiagent Reinforcement Learning Systems.

Bram Bakker, Shimon Whiteson, Leon J. H. M. Kester, Frans C. A. Groen

Proceedings of the Interactive Collaborative Information Systems, 2010

2009

Integrating distributed Bayesian inference and reinforcement learning for sensor management.

Corrado Grappiolo, Shimon Whiteson, Gregor Pavlin, Bram Bakker

Proceedings of the 12th International Conference on Information Fusion, 2009

2008

Multiagent Reinforcement Learning for Urban Traffic Control Using Coordination Graphs.

Lior Kuyer, Shimon Whiteson, Bram Bakker, Nikos Vlassis

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

2006

Hierarchical Map Building and Planning based on Graph Partitioning.

Zoran Zivkovic, Bram Bakker, Ben J. A. Kröse

Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006

Quasi-online Reinforcement Learning for Robots.

Bram Bakker, Viktor Zhumatiy, Gabriel Gruener, Jürgen Schmidhuber

Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006

2005

Hierarchical map building using visual landmarks and geometric constraints.

Zoran Zivkovic, Bram Bakker, Ben J. A. Kröse

Proceedings of the 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2005

Hierarchical dynamic programming for robot path planning.

Bram Bakker, Zoran Zivkovic, Ben J. A. Kröse

Proceedings of the 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2005

Utile Coordination: Learning Interdependencies Among Cooperative Agents.

Jelle R. Kok, Pieter Jan't Hoen, Bram Bakker, Nikos Vlassis

Proceedings of the 2005 IEEE Symposium on Computational Intelligence and Games (CIG05), 2005

Reinforcement Learning of Traffic Light Controllers Adapting to Traffic Congestion.

Merlijn Steingrover, Roelant Schouten, Stefan Peelen, Emil Nijhuis, Bram Bakker

Proceedings of the BNAIC 2005, 2005

2004

Hierarchical reinforcement learning with subpolicies specializing for learned subgoals.

Bram Bakker, Jürgen Schmidhuber

Proceedings of the IASTED International Conference on Neural Networks and Computational Intelligence, 2004

2003

A robot that reinforcement-learns to identify and memorize important previous observations.

Bram Bakker, Viktor Zhumatiy, Gabriel Gruener, Jürgen Schmidhuber

Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003

2002

Reinforcement learning in partially observable mobile robot domains using unsupervised event extraction.

Bram Bakker, Fredrik Linåker, Jürgen Schmidhuber

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, Lausanne, Switzerland, September 30, 2002

2001

Reinforcement Learning with Long Short-Term Memory.

Bram Bakker

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

2000

Trading Off Perception with Internal State: Reinforcement Learning and Analysis of Q-Elman Networks in a Markovian Task.

Bram Bakker, Gwendid T. van der Voort van der Kleij

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000