ATAL
2006
Springer
14 years 3 months ago
2006
Springer
RVRL (Rule Value Reinforcement Learning) is a new algorithm which extends an existing learning framework that models the environment of a situated agent using a probabilistic rule...
ATAL
2006
Springer
14 years 3 months ago
2006
Springer
This paper presents three types of declarative goals: perform goals, achieve goals, and maintain goals. The integration of these goal types in a simple but extendable logic-based a...
ATAL
2006
Springer
14 years 3 months ago
2006
Springer
Multiagent resource allocation is a timely and exciting area of research at the interface of Computer Science and Economics. One of the main challenges in this area is the high co...
ATAL
2006
Springer
14 years 3 months ago
2006
Springer
We present a new polynomial-space algorithm for solving Distributed Constraint Optimization problems (DCOP). The algorithm, called NCBB, is branch and bound search with modificati...
ATAL
2006
Springer
14 years 3 months ago
2006
Springer
Knowledge transfer between expert and novice agents is a challenging problem given that the knowledge representation and learning algorithms used by the novice learner can be fund...
ATAL
2006
Springer
14 years 3 months ago
2006
Springer
Distributed constraint optimization (DCOP) has emerged as a useful technique for multiagent coordination. While previous DCOP work focuses on optimizing a single team objective, i...
ATAL
2006
Springer
14 years 3 months ago
2006
Springer
ATAL
2006
Springer
14 years 3 months ago
2006
Springer
In the development of disciplines addressing dynamics, such as Mathematics and Physics, a major role was played by the assumption that processes can be modelled by introducing cer...
ATAL
2006
Springer
14 years 3 months ago
2006
Springer
Comprehending and analyzing agent behavior is an arduous task due to complexities in agent systems and sophistication of agent behaviors, in addition to the common difficulties wi...
ATAL
2006
Springer
14 years 3 months ago
2006
Springer
This paper describes simulations designed to test the relative efficiency of two different sequential auction mechanisms for allocating compute resources between users in a shared...