Agent Learning, Evolution, and Adaptation

Confidence-Based Policy Learning from Demonstration Using Gaussian Mixture Models
Sonia Chernova and Manuela Veloso

Forecasting Market Prices in a Supply Chain Game
Christopher Kiekintveld, Jason Miller, Patrick R. Jordan, and Michael P. Wellman

Conditional Random Fields for Activity Recognition
Douglas L. Vail, Manuela M. Veloso, and John D. Lafferty

Using Priorities to Simplify Behavior Coordination
Brent Eskridge and Dean Hougen

Advice Taking in Multiagent Reinforcement Learning
Michael Rovatsos and Alexandros Belesiotis