Knowledge-based recurrent neural networks in Reinforcement Learning
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[1] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[2] Mohamed S. Kamel,et al. Reinforcement learning using a recurrent neural network , 1994, Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94).
[3] Jürgen Schmidhuber,et al. A robot that reinforcement-learns to identify and memorize important previous observations , 2003, Proceedings 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2003) (Cat. No.03CH37453).
[4] Richard S. Sutton,et al. Reinforcement Learning: An Introduction , 1998, IEEE Trans. Neural Networks.
[5] Risto Miikkulainen,et al. Efficient Non-linear Control Through Neuroevolution , 2006, ECML.
[6] Jürgen Schmidhuber,et al. Learning to Forget: Continual Prediction with LSTM , 2000, Neural Computation.
[7] Andrew G. Barto,et al. Autonomous shaping: knowledge transfer in reinforcement learning , 2006, ICML.
[8] Andrew McCallum,et al. Instance-Based State Identification for Reinforcement Learning , 1994, NIPS.
[9] Evandsa Sabrine Lopes-Lima Ribeiro,et al. Incremental construction of LSTM recurrent neural network , 2002 .
[10] Michael I. Jordan,et al. Hierarchical Mixtures of Experts and the EM Algorithm , 1994, Neural Computation.
[11] Thomas R. Shultz,et al. Knowledge-based cascade-correlation: Using knowledge to speed learning , 2001, Connect. Sci..
[12] G. Miller. Learning to Forget , 2004, Science.
[13] Doina Precup,et al. Combining TD-learning with Cascade-correlation Networks , 2003, ICML.
[14] Andrew W. Moore,et al. Reinforcement Learning: A Survey , 1996, J. Artif. Intell. Res..
[15] Jürgen Schmidhuber,et al. Co-evolving recurrent neurons learn deep memory POMDPs , 2005, GECCO '05.
[16] Jürgen Schmidhuber,et al. Training Recurrent Networks by Evolino , 2007, Neural Computation.
[17] Hajime Kita,et al. Reinforcement learning of dynamic behavior by using recurrent neural networks , 1997, Artificial Life and Robotics.
[18] Hideto Tomabechi,et al. A parallel recurrent cascade-correlation neural network with natural connectionist glue , 1995, Proceedings of ICNN'95 - International Conference on Neural Networks.
[19] Thomas R. Shultz,et al. Could Knowledge-Based Neural Learning be Useful in Developmental Robotics? The Case of Kbcc , 2007, Int. J. Humanoid Robotics.
[20] James L. Carroll,et al. Towards automatic shaping in robot navigation , 2001, Proceedings 2001 ICRA. IEEE International Conference on Robotics and Automation (Cat. No.01CH37164).