Bram Bakker

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 3

Top Topics

Machine Learning

Driving Simulator

Top Venues

Eng. Appl. Artif. Intell.

IEEE Trans. Intell. Transp. Syst.

Publications

Gabriel Rodrigues de Campos, Alessia Knauss, Nikita Tanov, David Mano, Bram Bakker, Haneen Farah, Yufei Yuan, Stefan Andersson
Towards self-aware vehicle automation for improved usability and safer automation mediation. IV (2024)
Bram Bakker, Bartosz Zablocki, Angela Baker, Vanessa Riethmeister, Bernd Marx, Girish Iyer, Anna Anund, Christer Ahlström
A Multi-Stage, Multi-Feature Machine Learning Approach to Detect Driver Sleepiness in Naturalistic Road Driving Conditions. IEEE Trans. Intell. Transp. Syst. 23 (5) (2022)
Erwin Walraven, Matthijs T. J. Spaan, Bram Bakker
Traffic flow optimization: A reinforcement learning approach. Eng. Appl. Artif. Intell. 52 (2016)
Jasper G. J. van Woudenberg, Marc F. Witteman, Bram Bakker
Improving Differential Power Analysis by Elastic Alignment. CT-RSA (2011)
Corrado Grappiolo, Shimon Whiteson, Gregor Pavlin, Bram Bakker
Integrating distributed Bayesian inference and reinforcement learning for sensor management. FUSION (2009)
Lior Kuyer, Shimon Whiteson, Bram Bakker, Nikos A. Vlassis
Multiagent Reinforcement Learning for Urban Traffic Control Using Coordination Graphs. ECML/PKDD (1) (2008)
Zoran Zivkovic, Bram Bakker, Ben J. A. Kröse
Hierarchical Map Building and Planning based on Graph Partitioning. ICRA (2006)
Bram Bakker, Viktor Zhumatiy, Gabriel Gruener, Jürgen Schmidhuber
Quasi-online Reinforcement Learning for Robots. ICRA (2006)
Zoran Zivkovic, Bram Bakker, Ben J. A. Kröse
Hierarchical map building using visual landmarks and geometric constraints. IROS (2005)
Bram Bakker, Zoran Zivkovic, Ben J. A. Kröse
Hierarchical dynamic programming for robot path planning. IROS (2005)
Jelle R. Kok, Pieter Jan't Hoen, Bram Bakker, Nikos A. Vlassis
Utile Coordination: Learning Interdependencies Among Cooperative Agents. CIG (2005)
Merlijn Steingrover, Roelant Schouten, Stefan Peelen, Emil Nijhuis, Bram Bakker
Reinforcement Learning of Traffic Light Controllers Adapting to Traffic Congestion. BNAIC (2005)
Bram Bakker, Jürgen Schmidhuber
Hierarchical reinforcement learning with subpolicies specializing for learned subgoals. Neural Networks and Computational Intelligence (2004)
Bram Bakker, Viktor Zhumatiy, Gabriel Gruener, Jürgen Schmidhuber
A robot that reinforcement-learns to identify and memorize important previous observations. IROS (2003)
Bram Bakker, Fredrik Linåker, Jürgen Schmidhuber
Reinforcement learning in partially observable mobile robot domains using unsupervised event extraction. IROS (2002)
Bram Bakker
Reinforcement Learning with Long Short-Term Memory. NIPS (2001)
Bram Bakker, Gwendid T. van der Voort van der Kleij
Trading Off Perception with Internal State: Reinforcement Learning and Analysis of Q-Elman Networks in a Markovian Task. IJCNN (3) (2000)