Adapting to Unseen Environments through Explicit Representation of Context
作者： Risto Miikkulainen , Risto Miikkulainen , Cem C. Tutum
DOI:
关键词: Computer science 、 Human–computer interaction 、 Context (language use) 、 Generalization 、 Order (exchange) 、 Variation (game tree) 、 Autonomous agent 、 Representation (mathematics)
摘要: In order to deploy autonomous agents to domains such as autonomous driving, infrastructure management, health care, and finance, they must be able to adapt safely to …
arxiv.org参考文章(26)
Joshua D. Knowles, Richard A. Watson, David W. Corne, Reducing Local Optima in Single-Objective Problems by Multi-objectivization international conference on evolutionary multi criterion optimization. pp. 269- 283 ,(2001) , 10.1007/3-540-44719-9_19
Kalyanmoy Deb, Deb Kalyanmoy, Multi-Objective Optimization Using Evolutionary Algorithms ,(2001)
Klaus Greff, Rupesh K. Srivastava, Jan Koutnik, Bas R. Steunebrink, Jurgen Schmidhuber, LSTM: A Search Space Odyssey IEEE Transactions on Neural Networks. ,vol. 28, pp. 2222- 2232 ,(2017) , 10.1109/TNNLS.2016.2582924
Hod Lipson, Jeff Clune, Thomas J. Fuchs, Jason Yosinski, Anh Mai Nguyen, Understanding Neural Networks Through Deep Visualization arXiv: Computer Vision and Pattern Recognition. ,(2015)
Sepp Hochreiter, Jürgen Schmidhuber, Long short-term memory Neural Computation. ,vol. 9, pp. 1735- 1780 ,(1997) , 10.1162/NECO.1997.9.8.1735
François-Michel De Rainville, Félix-Antoine Fortin, Marc Parizeau, Christian Gagné, Marc-André Gardner Gardner, DEAP: evolutionary algorithms made easy Journal of Machine Learning Research. ,vol. 13, pp. 2171- 2175 ,(2012)
Kenneth O. Stanley, Risto Miikkulainen, Evolving neural networks through augmenting topologies Evolutionary Computation. ,vol. 10, pp. 99- 127 ,(2002) , 10.1162/106365602320169811
K. Deb, A. Pratap, S. Agarwal, T. Meyarivan, A fast and elitist multiobjective genetic algorithm: NSGA-II IEEE Transactions on Evolutionary Computation. ,vol. 6, pp. 182- 197 ,(2002) , 10.1109/4235.996017
Jacob Schrum, Risto Miikkulainen, Evolving multimodal behavior with modular neural networks in Ms. Pac-Man genetic and evolutionary computation conference. pp. 325- 332 ,(2014) , 10.1145/2576768.2598234
Xun Li, Risto Miikkulainen, Evolving Adaptive Poker Players for Effective Opponent Exploitation national conference on artificial intelligence. ,(2017)