Sergiu Goschin
Sergiu Goschin
Software Engineer, Google
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Integrating sample-based planning and model-based reinforcement learning
TJ Walsh, S Goschin, ML Littman
Proceedings of AAAI, 2010
Session-based character recognition for document reconstruction
D Petrou, K Chaudhury, S Goschin, MJ Bridges
US Patent 9,424,668, 2016
The cross-entropy method optimizes for quantiles
S Goschin, A Weinstein, M Littman
International Conference on Machine Learning, 1193-1201, 2013
Combine and compare evolutionary robotics and reinforcement learning as methods of designing autonomous robots
S Goschin, E Franti, M Dascalu, S Osiceanu
2007 IEEE Congress on Evolutionary Computation, 1511-1516, 2007
Planning in Reward-Rich Domains via PAC Bandits
S Goschin, A Weinstein, ML Littman, E Chastain
JMLR Workshop and Conference Proceedings 24, 25-42, 2012
Dynamic teaching in sequential decision making environments
TJ Walsh, S Goschin
arXiv preprint arXiv:1210.4918, 2012
The effects of selection on noisy fitness optimization
S Goschin, ML Littman, DH Ackley
Proceedings of the 13th annual conference on Genetic and evolutionary …, 2011
Virtual environment for robots interfaces design and testing
E Franti, D Tufis, S Goschin, M Dascalu, PL Milea, G Stefan, T Balan, ...
CAS 2005 Proceedings. 2005 International Semiconductor Conference, 2005. 2 …, 2005
Autonomous Agents with Control Systems Based on Genetic Algorithms
S Goschin, E Franti, M Dascalu, M Pietraroiu
Robotics and Applications, 2006
Rollout-based game-tree search outprunes traditional alpha-beta
A Weinstein, ML Littman, S Goschin
European Workshop on Reinforcement Learning, 155-167, 2013
CRIPTOCEL: design of cellular automata based cipher schemes
E Franti, S Goschin, M Dascalu, N Catrina, M Dobrin
2004 International Conference on Communications, Circuits and Systems (IEEE …, 2004
Using Cellular Automata in Traffic Modeling.
M Dascalu, S Goschin, E Franti
ICEIS, 467-472, 2002
Stochastic dilemmas: foundations and applications
S Goschin
Rutgers University-Graduate School-New Brunswick, 2014
Evolutionary computing systems for obstacle avoidance
I Bostan, E Franti, M Dascalu, S Goschin
2003 International Semiconductor Conference. CAS 2003 Proceedings (IEEE Cat …, 2003
From Exact Learning to Computing Boolean Functions and Back Again
S Goschin
Arxiv preprint arXiv:1205.4349, 2012
The effects of selection on noisy fitness optimization
ML Littman, S Goschin, DH Ackley
Proceedings of the 13th annual conference on Genetic and evolutionary …, 2011
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