B. Bakker

发表

Reinforcement Learning with Long Short-Term Memory

Bram Bakker, B. Bakker, 2001, NIPS.

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

Jürgen Schmidhuber, Gabriel Gruener, Bram Bakker, 2003, Proceedings 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2003) (Cat. No.03CH37453).

Reinforcement learning by backpropagation through an LSTM model/critic

B. Bakker, B. Bakker, 2007, 2007 IEEE International Symposium on Approximate Dynamic Programming and Reinforcement Learning.

Hierarchical Reinforcement Learning Based on Subgoal Discovery and Subpolicy Specialization

Bram Bakker, J. Schmidhuber, B. Bakker, 2003 .

The Adaptive Behavior Approach to Psychology

B. Bakker, 2007 .

Quasi-online reinforcement learning for robots

Jürgen Schmidhuber, Gabriel Gruener, Bram Bakker, 2006, Proceedings 2006 IEEE International Conference on Robotics and Automation, 2006. ICRA 2006..

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

Jürgen Schmidhuber, Bram Bakker, Fredrik Linåker, 2002, IEEE/RSJ International Conference on Intelligent Robots and Systems.

Hierarchical map building and planning based on graph partitioning

Ben J. A. Kröse, Zoran Zivkovic, Bram Bakker, 2006, Proceedings 2006 IEEE International Conference on Robotics and Automation, 2006. ICRA 2006..

Hierarchical reinforcement learning with subpolicies specializing for learned subgoals

Jürgen Schmidhuber, Bram Bakker, J. Schmidhuber, 2004, Neural Networks and Computational Intelligence.

Project Design and Organization of Autonomous Systems : Intelligent Traffic Light Control

Bram Bakker, Roelant Schouten, Stefan Peelen, 2005 .

Causal Relationships and Relationships between Levels: The Modes of Description Perspective

Bram Bakker, B. Bakker, P. den Dulk, 2020, Proceedings of the Twenty First Annual Conference of the Cognitive Science Society.

Hierarchical Assignment of Behaviours to Subpolicies

Marco Wiering, Bram Bakker, Wilco Moerman, 2008 .

IJCAI-07 Reviewers

Wolfram Burgard, Olivier Buffet, Christian Balkenius, 2007, IJCAI.

Traffic Light Control by Multiagent Reinforcement Learning Systems

Shimon Whiteson, Frans C. A. Groen, Leon J. H. M. Kester, 2010, Interactive Collaborative Information Systems.

Reinforcement Learning of Traffic Light Controllers Adapting to Traffic Congestion

Bram Bakker, Merlijn Steingrover, Roelant Schouten, 2005, BNAIC.

Utile Coordination: Learning Interdependencies Among Cooperative Agents

Nikos A. Vlassis, Jelle R. Kok, Pieter Jan't Hoen, 2005, CIG.

Reinforcement Learning with LSTM in Non-MarkovianTasks with Long-Term

Bram Bakker, B. Bakker, 2001 .

Reinforcement Learning with LSTM in Non-Markovian Tasks with Long-Term Dependencies

Bram Bakker, B. Bakker, 2001 .

Integrating distributed Bayesian inference and reinforcement learning for sensor management

Shimon Whiteson, Gregor Pavlin, Bram Bakker, 2009, 2009 12th International Conference on Information Fusion.

Traffic flow optimization: A reinforcement learning approach

Matthijs T. J. Spaan, Bram Bakker, Erwin Walraven, 2016, Eng. Appl. Artif. Intell..

Multiagent Reinforcement Learning for Urban Traffic Control Using Coordination Graphs

Shimon Whiteson, Nikos A. Vlassis, Bram Bakker, 2008, ECML/PKDD.

Hierarchical dynamic programming for robot path planning

Ben J. A. Kröse, Zoran Zivkovic, Bram Bakker, 2005, 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems.

Improving Differential Power Analysis by Elastic Alignment

Jasper G. J. van Woudenberg, Marc F. Witteman, Bram Bakker, 2011, CT-RSA.

Hierarchical Reinforcement Learning Based on Subgoal Discovery and Subpolicy Specialization

B. Bakker, 2005 .

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

Christer Ahlstrom, Anna Anund, Bram Bakker, 2021, IEEE Transactions on Intelligent Transportation Systems.

Switching between different state representations in reinforcement learning

Harm van Seijen, Bram Bakker, Leon Kester, 2008 .

Cooperative multi-agent reinforcement learning of traffic lights

E.H.J. Nijhuis, L.J.H.M. Kester, Bram Bakker, 2005 .

Hierarchical map building using visual landmarks and geometric constraints

Ben J. A. Kröse, Zoran Zivkovic, Bram Bakker, 2005, 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems.