-
1
-
-
84886993021
-
-
Heidrich-Meisner, V., Igel, C.: Similarities and differences between policy gradient methods and evolution strategies. In: Verleysen, M. (ed.) 16th European Symposium on Artificial Neural Networks (ESANN), Evere, Belgium, pp. 149-154. d-side publications (2008)
-
Heidrich-Meisner, V., Igel, C.: Similarities and differences between policy gradient methods and evolution strategies. In: Verleysen, M. (ed.) 16th European Symposium on Artificial Neural Networks (ESANN), Evere, Belgium, pp. 149-154. d-side publications (2008)
-
-
-
-
2
-
-
34447553096
-
Reinforcement learning for humanoid robotics
-
Peters, J., Vijayakumar, S., Schaal, S.: Reinforcement learning for humanoid robotics. In: Proc. 3rd IEEE-RAS Int'l. Conf. on Humanoid Robots, pp. 29-30 (2003)
-
(2003)
Proc. 3rd IEEE-RAS Int'l. Conf. on Humanoid Robots
, pp. 29-30
-
-
Peters, J.1
Vijayakumar, S.2
Schaal, S.3
-
3
-
-
34548763245
-
Evaluation of policy gradient methods and variants on the cart-pole benchmark
-
Riedmiller, M., Peters, J., Schaal, S.: Evaluation of policy gradient methods and variants on the cart-pole benchmark. In: Proc. 2007 IEEE Internatinal Symposium on Approximate Dynamic Programming and Reinforcement Learning (ADPRL 2007), pp. 254-261 (2007)
-
(2007)
Proc. 2007 IEEE Internatinal Symposium on Approximate Dynamic Programming and Reinforcement Learning (ADPRL
, pp. 254-261
-
-
Riedmiller, M.1
Peters, J.2
Schaal, S.3
-
4
-
-
84886998125
-
-
Peters, J., Schaal, S.: Applying the episodic natural actor-critic architecture to motor primitive learning. In: Proc. 15th European Symposium on Artificial Neural Networks (ESANN 2007), Evere, Belgium, pp. 1-6. d-side publications (2007)
-
Peters, J., Schaal, S.: Applying the episodic natural actor-critic architecture to motor primitive learning. In: Proc. 15th European Symposium on Artificial Neural Networks (ESANN 2007), Evere, Belgium, pp. 1-6. d-side publications (2007)
-
-
-
-
5
-
-
40649106649
-
Natural actor-critic
-
Peters, J., Schaal, S.: Natural actor-critic. Neurocomputing 71(7-9), 1180-1190 (2008)
-
(2008)
Neurocomputing
, vol.71
, Issue.7-9
, pp. 1180-1190
-
-
Peters, J.1
Schaal, S.2
-
6
-
-
33845271655
-
-
Hansen, N.: The CMA evolution strategy: A comparing review. In: Towards a new evolutionary computation. Advances on estimation of distribution algorithms, pp. 75-102. Springer, Heidelberg (2006)
-
Hansen, N.: The CMA evolution strategy: A comparing review. In: Towards a new evolutionary computation. Advances on estimation of distribution algorithms, pp. 75-102. Springer, Heidelberg (2006)
-
-
-
-
7
-
-
56449128627
-
Evolution strategies
-
Beyer, H.G.: Evolution strategies. Scholarpedia 2(18), 1965 (2007)
-
(2007)
Scholarpedia
, vol.2
, Issue.18
, pp. 1965
-
-
Beyer, H.G.1
-
8
-
-
84901411269
-
Neuroevolution for reinforcement learning using evolution strategies
-
IEEE Press, Los Alamitos
-
Igel, C.: Neuroevolution for reinforcement learning using evolution strategies. In: Congress on Evolutionary Computation (CEC 2003), vol. 4, pp. 2588-2595. IEEE Press, Los Alamitos (2003)
-
(2003)
Congress on Evolutionary Computation (CEC
, vol.4
, pp. 2588-2595
-
-
Igel, C.1
-
9
-
-
17444408553
-
Making driver modeling attractive
-
Pellecchia, A., Igel, C., Edelbrunner, J., Schöner, G.: Making driver modeling attractive. IEEE Intelligent Systems 20(2), 8-12 (2005)
-
(2005)
IEEE Intelligent Systems
, vol.20
, Issue.2
, pp. 8-12
-
-
Pellecchia, A.1
Igel, C.2
Edelbrunner, J.3
Schöner, G.4
-
10
-
-
33750374195
-
-
Gomez, F., Schmidhuber, J., Miikkulainen, R.: Efficient non-linear control through neuroevolution. In: Fürnkranz, J., Scheffer, T., Spiliopoulou, M. (eds.) ECML 2006. LNCS, 4212, pp. 654-662. Springer, Heidelberg (2006)
-
Gomez, F., Schmidhuber, J., Miikkulainen, R.: Efficient non-linear control through neuroevolution. In: Fürnkranz, J., Scheffer, T., Spiliopoulou, M. (eds.) ECML 2006. LNCS, vol. 4212, pp. 654-662. Springer, Heidelberg (2006)
-
-
-
-
12
-
-
84887011679
-
-
Kassahun, Y., Sommer, G.: Efficient reinforcement learning through evolutionary acquisition of neural topologies. In: Verleysen, M. (ed.) 13th European Symposium on Artificial Neural Networks, pp. 259-266. d-side (2005)
-
Kassahun, Y., Sommer, G.: Efficient reinforcement learning through evolutionary acquisition of neural topologies. In: Verleysen, M. (ed.) 13th European Symposium on Artificial Neural Networks, pp. 259-266. d-side (2005)
-
-
-
-
13
-
-
55749088183
-
Natural evolution strategies
-
IEEE Press, Los Alamitos accepted
-
Wierstra, D., Schaul, T., Peters, J., Schmidhuber, J.: Natural evolution strategies. In: Computational Intelligence: Research Frontiers. IEEE Press, Los Alamitos (accepted, 2008)
-
(2008)
Computational Intelligence: Research Frontiers
-
-
Wierstra, D.1
Schaul, T.2
Peters, J.3
Schmidhuber, J.4
-
15
-
-
0032073263
-
Planning and acting in partially observable stochastic domains
-
Kaelbling, L., Littman, M., Cassandra, A.: Planning and acting in partially observable stochastic domains. Artificial Intelligence 101(1-2), 99-134 (1998)
-
(1998)
Artificial Intelligence
, vol.101
, Issue.1-2
, pp. 99-134
-
-
Kaelbling, L.1
Littman, M.2
Cassandra, A.3
-
16
-
-
84898939480
-
Policy gradient methods for reinforcement learning with function approximation
-
Sutton, R., McAllester, D., Singh, S., Mansour, Y.: Policy gradient methods for reinforcement learning with function approximation. Advances in Neural Information Processing Systems 12, 1057-1063 (2000)
-
(2000)
Advances in Neural Information Processing Systems
, vol.12
, pp. 1057-1063
-
-
Sutton, R.1
McAllester, D.2
Singh, S.3
Mansour, Y.4
-
19
-
-
0037592480
-
Evolution strategies: A comprehensive introduction
-
Beyer, H.G., Schwefel, H.P.: Evolution strategies: A comprehensive introduction. Natural Computing 1(1), 3-52 (2002)
-
(2002)
Natural Computing
, vol.1
, Issue.1
, pp. 3-52
-
-
Beyer, H.G.1
Schwefel, H.P.2
-
20
-
-
4344707250
-
Learning probability distributions in continuous evolutionary algorithms - A comparative review
-
Kern, S., Müller, S., Hansen, N., Büche, D., Ocenasek, J., Koumoutsakos, P.: Learning probability distributions in continuous evolutionary algorithms - A comparative review. Natural Computing 3, 77-112 (2004)
-
(2004)
Natural Computing
, vol.3
, pp. 77-112
-
-
Kern, S.1
Müller, S.2
Hansen, N.3
Büche, D.4
Ocenasek, J.5
Koumoutsakos, P.6
-
21
-
-
0042879997
-
Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES)
-
Hansen, N., Müller, S., Koumoutsakos, P.: Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES). Evolutionary Computation 11(1), 1-18 (2003)
-
(2003)
Evolutionary Computation
, vol.11
, Issue.1
, pp. 1-18
-
-
Hansen, N.1
Müller, S.2
Koumoutsakos, P.3
-
22
-
-
0035377566
-
Completely derandomized self-adaptation in evolution strategies
-
Hansen, N., Ostermeier, A.: Completely derandomized self-adaptation in evolution strategies. Evolutionary Computation 9(2), 159-195 (2001)
-
(2001)
Evolutionary Computation
, vol.9
, Issue.2
, pp. 159-195
-
-
Hansen, N.1
Ostermeier, A.2
-
23
-
-
59749091473
-
A method for handling uncertainty in evolutionary optimization with an application to feedback control of combustion
-
in press
-
Hansen, N., Niederberger, A.S.P., Guzzella, L., Koumoutsakos, P.: A method for handling uncertainty in evolutionary optimization with an application to feedback control of combustion. IEEE Transactions on Evolutionary Computation (in press, 2008)
-
(2008)
IEEE Transactions on Evolutionary Computation
-
-
Hansen, N.1
Niederberger, A.S.P.2
Guzzella, L.3
Koumoutsakos, P.4
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