Boyan, Justin A.

12 publications

UAI 2004 Bidding Under Uncertainty: Theory and Experiments Amy Greenwald, Justin A. Boyan

MLJ 2002 Technical Update: Least-Squares Temporal Difference Learning Justin A. Boyan

NeurIPS 2000 Exact Solutions to Time-Dependent MDPs Justin A. Boyan, Michael L. Littman

ICML 1999 Least-Squares Temporal Difference Learning Justin A. Boyan

AAAI 1998 Learning Evaluation Functions for Global Optimization and Boolean Satisfiability Justin A. Boyan, Andrew W. Moore

ICML 1998 Q2: Memory-Based Active Learning for Optimizing Noisy Continuous Functions Andrew W. Moore, Jeff G. Schneider, Justin A. Boyan, Mary S. Lee

ICML 1998 Value Function Based Production Scheduling Jeff G. Schneider, Justin A. Boyan, Andrew W. Moore

AISTATS 1997 Using Prediction to Improve Combinatorial Optimization Search Justin A. Boyan, Andrew W. Moore

AAAI 1996 A Reinforcement Learning Framework for Combinatorial Optimization Justin A. Boyan

ICML 1996 Learning Evaluation Functions for Large Acyclic Domains Justin A. Boyan, Andrew W. Moore

NeurIPS 1994 Generalization in Reinforcement Learning: Safely Approximating the Value Function Justin A. Boyan, Andrew W. Moore

NeurIPS 1993 Packet Routing in Dynamically Changing Networks: A Reinforcement Learning Approach Justin A. Boyan, Michael L. Littman