Answer Set Planning Under Action Costs.
Decision-Theoretic Bidding Based on Learned Density Models in Simultaneous, Interacting Auctions.
An Architectural Approach to Ensuring Consistency in Hierarchical Execution.
Updating Probabilities.
AltAltp: Online Parallelization of Plans with Heuristic State Search.
Accelerating Reinforcement Learning through Implicit Imitation.
Efficient Solution Algorithms for Factored MDPs.
Representing and Aggregating Conflicting Beliefs.
Learning to Coordinate Efficiently: A Model-based Approach.
Temporal Decision Trees: Model-based Diagnosis of Dynamic Systems On-Board.
Decentralized Supply Chain Formation: A Market Protocol and Competitive Equilibrium Analysis.
Optimal Schedules for Parallelizing Anytime Algorithms: The Case of Shared Resources.
Learning When Training Data are Costly: The Effect of Class Distribution on Tree Induction.
Bound Propagation.
Compiling Causal Theories to Successor State Axioms and STRIPS-Like Systems.
Potential-Based Shaping and Q-Value Initialization are Equivalent.
New Polynomial Classes for Logic-Based Abduction.