Curiosity driven reinforcement learning for motion planning on humanoids
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Jürgen Leitner | Jürgen Schmidhuber | Mikhail Frank | Marijn F. Stollenga | Alexander Förster | J. Schmidhuber | A. Förster | J. Leitner | Mikhail Frank
[1] July , 1890, The Hospital.
[2] D. Lindley. On a Measure of the Information Provided by an Experiment , 1956 .
[3] W. J. Studden,et al. Theory Of Optimal Experiments , 1972 .
[4] P. L. Adams. THE ORIGINS OF INTELLIGENCE IN CHILDREN , 1976 .
[5] Richard S. Sutton,et al. Neuronlike adaptive elements that can solve difficult learning control problems , 1983, IEEE Transactions on Systems, Man, and Cybernetics.
[6] Oussama Khatib,et al. Real-Time Obstacle Avoidance for Manipulators and Mobile Robots , 1986 .
[7] Oussama Khatib,et al. Real-Time Obstacle Avoidance for Manipulators and Mobile Robots , 1985, Autonomous Robot Vehicles.
[8] Jürgen Schmidhuber,et al. A possibility for implementing curiosity and boredom in model-building neural controllers , 1991 .
[9] R. A. Brooks,et al. Intelligence without Representation , 1991, Artif. Intell..
[10] Jürgen Schmidhuber,et al. Curious model-building control systems , 1991, [Proceedings] 1991 IEEE International Joint Conference on Neural Networks.
[11] Gregor Schöner,et al. A dynamical systems approach to task-level system integration used to plan and control autonomous vehicle motion , 1992, Robotics Auton. Syst..
[12] Pradeep K. Khosla,et al. Real-time obstacle avoidance using harmonic potential functions , 1991, IEEE Trans. Robotics Autom..
[13] G. Palli. Intelligent Robots And Systems , 1993, Proceedings of 1993 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS '93).
[14] S. Hochreiter,et al. REINFORCEMENT DRIVEN INFORMATION ACQUISITION IN NONDETERMINISTIC ENVIRONMENTS , 1995 .
[15] Andrew W. Moore,et al. Reinforcement Learning: A Survey , 1996, J. Artif. Intell. Res..
[16] Lydia E. Kavraki,et al. Probabilistic roadmaps for path planning in high-dimensional configuration spaces , 1996, IEEE Trans. Robotics Autom..
[17] B. Faverjon,et al. Probabilistic Roadmaps for Path Planning in High-Dimensional Con(cid:12)guration Spaces , 1996 .
[18] S. LaValle. Rapidly-exploring random trees : a new tool for path planning , 1998 .
[19] Doina Precup,et al. Between MDPs and Semi-MDPs: A Framework for Temporal Abstraction in Reinforcement Learning , 1999, Artif. Intell..
[20] Stefan Schaal,et al. Learning inverse kinematics , 2001, Proceedings 2001 IEEE/RSJ International Conference on Intelligent Robots and Systems. Expanding the Societal Role of Robotics in the the Next Millennium (Cat. No.01CH37180).
[21] James L. McClelland,et al. Autonomous Mental Development by Robots and Animals , 2001, Science.
[22] Xiao Huang,et al. Novelty and Reinforcement Learning in the Value System of Developmental Robots , 2002 .
[23] Tsai-Yen Li,et al. An incremental learning approach to motion planning with roadmap management , 2002, Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292).
[24] Jun Nakanishi,et al. Learning Movement Primitives , 2005, ISRR.
[25] Giulio Sandini,et al. Developmental robotics: a survey , 2003, Connect. Sci..
[26] Ioannis Iossifidis,et al. Autonomous reaching and obstacle avoidance with the anthropomorphic arm of a robotic assistant using the attractor dynamics approach , 2004, IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004.
[27] Nuttapong Chentanez,et al. Intrinsically Motivated Learning of Hierarchical Collections of Skills , 2004 .
[28] Richard S. Sutton,et al. Reinforcement Learning: An Introduction , 1998, IEEE Trans. Neural Networks.
[29] David Hsu,et al. Narrow passage sampling for probabilistic roadmap planning , 2005, IEEE Transactions on Robotics.
[30] Jürgen Schmidhuber,et al. Developmental robotics, optimal artificial curiosity, creativity, music, and the fine arts , 2006, Connect. Sci..
[31] Ioannis Iossifidis. Reaching with a Redundant Anthropomorphic Robot Arm using Attractor Dynamics , 2006 .
[32] Steven M. LaValle,et al. Planning algorithms , 2006 .
[33] Andrew Zisserman,et al. Advances in Neural Information Processing Systems (NIPS) , 2007 .
[34] Pierre-Yves Oudeyer,et al. Intrinsic Motivation Systems for Autonomous Mental Development , 2007, IEEE Transactions on Evolutionary Computation.
[35] Giulio Sandini,et al. Autonomous learning of 3D reaching in a humanoid robot , 2007, 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems.
[36] Giulio Sandini,et al. The iCub humanoid robot: an open platform for research in embodied cognition , 2008, PerMIS.
[37] Stefan Schaal,et al. Learning to Control in Operational Space , 2008, Int. J. Robotics Res..
[38] Pierre Baldi,et al. Bayesian surprise attracts human attention , 2005, Vision Research.
[39] Jurgen Schmidhuber,et al. Artificial curiosity with planning for autonomous perceptual and cognitive development , 2011, 2011 IEEE International Conference on Development and Learning (ICDL).
[40] Ehud Ahissar,et al. Reinforcement active learning hierarchical loops , 2011, The 2011 International Joint Conference on Neural Networks.
[41] Emilio Frazzoli,et al. Asymptotically-optimal path planning for manipulation using incremental sampling-based algorithms , 2011, 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems.
[42] Ehud Ahissar,et al. A Curious Emergence of Reaching , 2012, TAROS.
[43] Jürgen Schmidhuber,et al. Autonomous learning of abstractions using Curiosity-Driven Modular Incremental Slow Feature Analysis , 2012, 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL).
[44] Jürgen Schmidhuber,et al. Learning tactile skills through curious exploration , 2012, Front. Neurorobot..
[45] Benjamin Kuipers,et al. Autonomous Learning of High-Level States and Actions in Continuous Environments , 2012, IEEE Transactions on Autonomous Mental Development.
[46] Jürgen Leitner,et al. The Modular Behavioral Environment for Humanoids and other Robots (MoBeE) , 2012, ICINCO.
[47] Jürgen Schmidhuber,et al. Learning skills from play: Artificial curiosity on a Katana robot arm , 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).
[48] Jürgen Schmidhuber,et al. First Experiments with PowerPlay , 2012, Neural networks : the official journal of the International Neural Network Society.
[49] Jürgen Schmidhuber,et al. PowerPlay: Training an Increasingly General Problem Solver by Continually Searching for the Simplest Still Unsolvable Problem , 2011, Front. Psychol..
[50] Jürgen Leitner,et al. Task-relevant roadmaps: A framework for humanoid motion planning , 2013, 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems.
[51] Richard S. Sutton,et al. Reinforcement Learning , 1992, Handbook of Machine Learning.