Using Cellular Automata in Traffic Modeling. - Monica Dascalu; Sergiu Goschin; Eduard Franti (ICEIS, 2002)

Combine and compare evolutionary robotics and reinforcement Learning as methods of designing autonomous robots. - Sergiu Goschin; Eduard Franti; Monica Dascalu; Sandra Osiceanu (IEEE Congress on Evolutionary Computation, 2007)

Integrating Sample-Based Planning and Model-Based Reinforcement Learning. - Thomas J. Walsh 001; Sergiu Goschin; Michael L. Littman (AAAI, 2010)

The effects of selection on noisy fitness optimization. - Sergiu Goschin; Michael L. Littman; David H. Ackley (GECCO, 2011)

Planning in Reward-Rich Domains via PAC Bandits. - Sergiu Goschin; Ari Weinstein; Michael L. Littman; Erick Chastain (EWRL, 2012)

Rollout-based Game-tree Search Outprunes Traditional Alpha-beta. - Ari Weinstein; Michael L. Littman; Sergiu Goschin (EWRL, 2012)

Dynamic Teaching in Sequential Decision Making Environments. - Thomas J. Walsh 001; Sergiu Goschin (UAI, 2012)

From Exact Learning to Computing Boolean Functions and Back Again - Sergiu Goschin (CoRR, 2012)

The Cross-Entropy Method Optimizes for Quantiles. - Sergiu Goschin; Ari Weinstein; Michael L. Littman (ICML (3), 2013)