Co-evolving recurrent neurons learn deep memory POMDPs
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[1] Paul J. Werbos,et al. Backpropagation Through Time: What It Does and How to Do It , 1990, Proc. IEEE.
[2] Jeffrey L. Elman,et al. Learning and Evolution in Neural Networks , 1994, Adapt. Behav..
[3] Randall D. Beer,et al. Evolving Dynamical Neural Networks for Adaptive Behavior , 1992, Adapt. Behav..
[4] Kenneth A. De Jong,et al. Cooperative Coevolution: An Architecture for Evolving Coadapted Subcomponents , 2000, Evolutionary Computation.
[5] Sepp Hochreiter,et al. Untersuchungen zu dynamischen neuronalen Netzen , 1991 .
[6] X. Yao. Evolving Artificial Neural Networks , 1999 .
[7] Bram Bakker,et al. Reinforcement Learning with Long Short-Term Memory , 2001, NIPS.
[8] Risto Miikkulainen,et al. Efficient Reinforcement Learning through Symbiotic Evolution , 2004 .
[9] Michael L. Littman,et al. Memoryless policies: theoretical limitations and practical results , 1994 .
[10] Ronald J. Williams,et al. A Learning Algorithm for Continually Running Fully Recurrent Neural Networks , 1989, Neural Computation.
[11] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[12] Yoshua Bengio,et al. Learning long-term dependencies with gradient descent is difficult , 1994, IEEE Trans. Neural Networks.
[13] Risto Miikkulainen,et al. Robust non-linear control through neuroevolution , 2003 .
[14] A. P. Wieland,et al. Evolving neural network controllers for unstable systems , 1991, IJCNN-91-Seattle International Joint Conference on Neural Networks.