Sciweavers

AAAI
2007
15 years 23 days ago
Measuring the Level of Transfer Learning by an AP Physics Problem-Solver
Transfer learning is the ability of an agent to apply knowledge learned in previous tasks to new problems or domains. We approach this problem by focusing on model formulation, i....
Matthew Klenk, Kenneth D. Forbus
75
Voted
AAAI
2007
15 years 23 days ago
Propagating Knapsack Constraints in Sublinear Time
We develop an efficient incremental version of an existing cost-based filtering algorithm for the knapsack constraint. On a universe of n elements, m invocations of the algorith...
Irit Katriel, Meinolf Sellmann, Eli Upfal, Pascal ...
73
Voted
AAAI
2007
15 years 23 days ago
Compact Spectral Bases for Value Function Approximation Using Kronecker Factorization
A new spectral approach to value function approximation has recently been proposed to automatically construct basis functions from samples. Global basis functions called proto-val...
Jeffrey Johns, Sridhar Mahadevan, Chang Wang
AAAI
2007
15 years 23 days ago
Mutual Belief Revision: Semantics and Computation
This paper presents both a semantic and a computational model for multi-agent belief revision. We show that these two models are equivalent but serve different purposes. The seman...
Yi Jin, Michael Thielscher, Dongmo Zhang
AAAI
2007
15 years 23 days ago
Point-Based Policy Iteration
We describe a point-based policy iteration (PBPI) algorithm for infinite-horizon POMDPs. PBPI replaces the exact policy improvement step of Hansen’s policy iteration with point...
Shihao Ji, Ronald Parr, Hui Li, Xuejun Liao, Lawre...
77
Voted
AAAI
2007
15 years 23 days ago
MasDISPO: A Multiagent Decision Support System for Steel Production and Control
In the majority of cases, steel production constitutes the inception of the Supply Chains they are involved just as in automotive clusters or aerospace. Steel manufacturing compan...
Sven Jacobi, Esteban León-Soto, Cristi&aacu...
AAAI
2007
15 years 23 days ago
Near-Optimal Search in Continuous Domains
Samuel Ieong, Nicolas S. Lambert, Yoav Shoham, Ron...
AAAI
2007
15 years 23 days ago
Automatic Algorithm Configuration Based on Local Search
Frank Hutter, Holger H. Hoos, Thomas Stützle