 | Learning When Training Data are Costly: The Effect of Class Distribution on Tree Induction - G. M. Weiss and F. Provost |
| An Architectural Approach to Ensuring Consistency in Hierarchical Execution - R. E. Wray and J. E. Laird |
| Compiling Causal Theories to Successor State Axioms and STRIPS-Like Systems - F. Lin |
| Optimal Schedules for Parallelizing Anytime Algorithms: The Case of Shared Resources - L. Finkelstein, S. Markovitch and E. Rivlin |
| Answer Set Planning Under Action Costs - T. Eiter, W. Faber, N. Leone, G. Pfeifer and A. Polleres |
| Potential-Based Shaping and Q-Value Initialization are Equivalent - E. Wiewiora |
| Learning to Coordinate Efficiently: A Model-based Approach - R. I. Brafman and M. Tennenholtz |
| Accelerating Reinforcement Learning through Implicit Imitation - B. Price and C. Boutilier |
| Decentralized Supply Chain Formation: A Market Protocol and Competitive Equilibrium Analysis - W. E. Walsh and M. P. Wellman |
| Temporal Decision Trees: Model-based Diagnosis of Dynamic Systems On-Board - L. Console, C. Picardi and D. Theseider Duprè |
| Bound Propagation - M. Leisink and B. Kappen |
| Representing and Aggregating Conflicting Beliefs - P. Maynard-Zhang and D. Lehmann |
| Decision-Theoretic Bidding Based on Learned Density Models in Simultaneous, Interacting Auctions - P. Stone, R. E. Schapire, M. L. Littman, J. A. Csirik and D. McAllester |
| New Polynomial Classes for Logic-Based Abduction - B. Zanuttini |
| AltAltp: Online Parallelization of Plans with Heuristic State Search - R. Sanchez and S. Kambhampati |
| Updating Probabilities - P. D. Grunwald and J. Y. Halpern |
| Efficient Solution Algorithms for Factored MDPs - C. Guestrin, D. Koller, R. Parr and S. Venkataraman |
