Online Planning Algorithms for POMDPs.
Efficiency and Envy-freeness in Fair Division of Indivisible Goods: Logical Representation and Complexity.
A Constraint Programming Approach for Solving a Queueing Control Problem.
Adaptive Stochastic Resource Control: A Machine Learning Approach.
The Ultrametric Constraint and its Application to Phylogenetics.
Cooperative Search with Concurrent Interactions.
Optimal Strategies for Simultaneous Vickrey Auctions with Perfect Substitutes.
Graphical Model Inference in Optimal Control of Stochastic Multi-Agent Systems.
M-DPOP: Faithful Distributed Implementation of Efficient Social Choice Problems.
Qualitative System Identification from Imperfect Data.
New Islands of Tractability of Cost-Optimal Planning.
A Unifying Framework for Structural Properties of CSPs: Definitions, Complexity, Tractability.
Refining the Execution of Abstract Actions with Learned Action Models.
SATzilla: Portfolio-based Algorithm Selection for SAT.
Communication-Based Decomposition Mechanisms for Decentralized MDPs.
Compositional Belief Update.
Spectrum of Variable-Random Trees.
Analogical Dissimilarity: Definition, Algorithms and Two Experiments in Machine Learning.
Optimal and Approximate Q-value Functions for Decentralized POMDPs.
A General Theory of Additive State Space Abstractions.
Extended RDF as a Semantic Foundation of Rule Markup Languages.
On the Qualitative Comparison of Decisions Having Positive and Negative Features.
Latent Tree Models and Approximate Inference in Bayesian Networks.
Dynamic Control in Real-Time Heuristic Search.