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2020 – today
- 2024
[c15]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: 3289-3296- 2022
- [j2]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): 4791-4800 (2022)
2010 – 2019
- 2016
- [j1]Erwin Walraven, Matthijs T. J. Spaan, Bram Bakker:
Traffic flow optimization: A reinforcement learning approach. Eng. Appl. Artif. Intell. 52: 203-212 (2016) - 2011
- [c14]Jasper G. J. van Woudenberg, Marc F. Witteman, Bram Bakker:
Improving Differential Power Analysis by Elastic Alignment. CT-RSA 2011: 104-119 - 2010
- [p1]Bram Bakker, Shimon Whiteson, Leon J. H. M. Kester, Frans C. A. Groen:
Traffic Light Control by Multiagent Reinforcement Learning Systems. Interactive Collaborative Information Systems 2010: 475-510
2000 – 2009
- 2009
- [c13]Corrado Grappiolo, Shimon Whiteson, Gregor Pavlin, Bram Bakker:
Integrating distributed Bayesian inference and reinforcement learning for sensor management. FUSION 2009: 93-101 - 2008
- [c12]Lior Kuyer, Shimon Whiteson, Bram Bakker, Nikos Vlassis:
Multiagent Reinforcement Learning for Urban Traffic Control Using Coordination Graphs. ECML/PKDD (1) 2008: 656-671 - 2006
- [c11]Zoran Zivkovic, Bram Bakker, Ben J. A. Kröse:
Hierarchical Map Building and Planning based on Graph Partitioning. ICRA 2006: 803-809 - [c10]Bram Bakker, Viktor Zhumatiy, Gabriel Gruener, Jürgen Schmidhuber:
Quasi-online Reinforcement Learning for Robots. ICRA 2006: 2997-3002 - 2005
- [c9]Merlijn Steingrover, Roelant Schouten, Stefan Peelen, Emil Nijhuis, Bram Bakker:
Reinforcement Learning of Traffic Light Controllers Adapting to Traffic Congestion. BNAIC 2005: 216-223 - [c8]Jelle R. Kok, Pieter Jan't Hoen, Bram Bakker, Nikos Vlassis:
Utile Coordination: Learning Interdependencies Among Cooperative Agents. CIG 2005 - [c7]Zoran Zivkovic, Bram Bakker, Ben J. A. Kröse:
Hierarchical map building using visual landmarks and geometric constraints. IROS 2005: 2480-2485 - [c6]Bram Bakker, Zoran Zivkovic, Ben J. A. Kröse:
Hierarchical dynamic programming for robot path planning. IROS 2005: 2756-2761 - 2004
- [c5]Bram Bakker, Jürgen Schmidhuber:
Hierarchical reinforcement learning with subpolicies specializing for learned subgoals. Neural Networks and Computational Intelligence 2004: 125-130 - 2003
- [c4]Bram Bakker, Viktor Zhumatiy, Gabriel Gruener, Jürgen Schmidhuber:
A robot that reinforcement-learns to identify and memorize important previous observations. IROS 2003: 430-435 - 2002
- [c3]Bram Bakker, Fredrik Linåker, Jürgen Schmidhuber:
Reinforcement learning in partially observable mobile robot domains using unsupervised event extraction. IROS 2002: 938-943 - 2001
- [c2]Bram Bakker:
Reinforcement Learning with Long Short-Term Memory. NIPS 2001: 1475-1482 - 2000
- [c1]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: 213-220
Coauthor Index
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