Bram Bakker - researchr alias

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Viewing Publication 1 - 17 from 17

2022

A Multi-Stage, Multi-Feature Machine Learning Approach to Detect Driver Sleepiness in Naturalistic Road Driving ConditionsBram Bakker, Bartosz Zablocki, Angela Baker, Vanessa Riethmeister, Bernd Marx, Girish Iyer, Anna Anund, Christer Ahlström. tits, 23(5):4791-4800, 2022. [doi]

2016

Traffic flow optimization: A reinforcement learning approachErwin Walraven, Matthijs T. J. Spaan, Bram Bakker. eaai, 52:203-212, 2016. [doi]

2011

Improving Differential Power Analysis by Elastic AlignmentJasper G. J. van Woudenberg, Marc F. Witteman, Bram Bakker. ctrsa 2011: 104-119 [doi]

2010

Traffic Light Control by Multiagent Reinforcement Learning SystemsBram Bakker, Shimon Whiteson, Leon Kester, Frans C. A. Groen. In Robert Babuska, Frans C. A. Groen, editors, Interactive Collaborative Information Systems. Volume 281 of Studies in Computational Intelligence, pages 475-510, Springer, 2010. [doi]

2009

Integrating distributed Bayesian inference and reinforcement learning for sensor managementCorrado Grappiolo, Shimon Whiteson, Gregor Pavlin, Bram Bakker. fusion 2009: 93-101 [doi]

2008

Multiagent Reinforcement Learning for Urban Traffic Control Using Coordination GraphsLior Kuyer, Shimon Whiteson, Bram Bakker, Nikos A. Vlassis. pkdd 2008: 656-671 [doi]

2006

Quasi-online Reinforcement Learning for RobotsBram Bakker, Viktor Zhumatiy, Gabriel Gruener, Jürgen Schmidhuber. icra 2006: 2997-3002

Hierarchical Map Building and Planning based on Graph PartitioningZoran Zivkovic, Bram Bakker, Ben J. A. Kröse. icra 2006: 803-809

2005

2004

Hierarchical reinforcement learning with subpolicies specializing for learned subgoalsBram Bakker, Jürgen Schmidhuber. pet 2004: 125-130

2003

A robot that reinforcement-learns to identify and memorize important previous observationsBram Bakker, Viktor Zhumatiy, Gabriel Gruener, Jürgen Schmidhuber. iros 2003: 430-435 [doi]

2002

Reinforcement learning in partially observable mobile robot domains using unsupervised event extractionBram Bakker, Fredrik Linåker, Jürgen Schmidhuber. iros 2002: 938-943 [doi]

2001

Reinforcement Learning with Long Short-Term MemoryBram Bakker. nips 2001: 1475-1482 [doi]

2000

Trading Off Perception with Internal State: Reinforcement Learning and Analysis of Q-Elman Networks in a Markovian TaskBram Bakker, Gwendid T. van der Voort van der Kleij. ijcnn 2000: 213-220 [doi]

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