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Evolutionary Reinforcement Learning for Sample-Efficient Multiagent Coordination

Jun 18, 2019
Shauharda Khadka, Somdeb Majumdar, Kagan Tumer


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Collaborative Evolutionary Reinforcement Learning

May 06, 2019
Shauharda Khadka, Somdeb Majumdar, Tarek Nassar, Zach Dwiel, Evren Tumer, Santiago Miret, Yinyin Liu, Kagan Tumer

* Added link to public Github repo. Minor editorial changes. Order of authors modified to reflect ICML submission 

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Evolution-Guided Policy Gradient in Reinforcement Learning

Oct 27, 2018
Shauharda Khadka, Kagan Tumer

* 32nd Conference on Neural Information Processing Systems (NIPS 2018), Montr\'eal, Canada 

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An Introduction to Collective Intelligence

Aug 17, 1999
David H. Wolpert, Kagan Tumer

* 88 pages, 10 figs, 297 refs 

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Collective Intelligence for Control of Distributed Dynamical Systems

Aug 17, 1999
David H. Wolpert, Kevin R. Wheeler, Kagan Tumer

* 8 pages 

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Robust Combining of Disparate Classifiers through Order Statistics

May 20, 1999
Kagan Tumer, Joydeep Ghosh

* 22 pages 

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Linear and Order Statistics Combiners for Pattern Classification

May 20, 1999
Kagan Tumer, Joydeep Ghosh

* Combining Artificial Neural Networks,Ed. Amanda Sharkey, pp 127-162, Springer Verlag, 1999 
* 31 pages 

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Ensembles of Radial Basis Function Networks for Spectroscopic Detection of Cervical Pre-Cancer

May 20, 1999
Kagan Tumer, Nirmala Ramanujam, Joydeep Ghosh, Rebecca Richards-Kortum

* IEEE Transactions on Biomedical Engineering, vol 45, no. 8, pp 953-962, 1998 
* 23 pages 

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General Principles of Learning-Based Multi-Agent Systems

May 10, 1999
David H. Wolpert, Kevin R. Wheeler, Kagan Tumer

* Proceedings of the Third International Conference on Autonomous Agents, Seatle, WA 1999 
* 7 pages, 6 figures 

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Using Collective Intelligence to Route Internet Traffic

May 10, 1999
David H. Wolpert, Kagan Tumer, Jeremy Frank

* Advances in Information Processing Systems - 11, eds M. Kearns, S. Solla, D. Cohn, MIT Press, 1999 
* 7 pages 

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