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- Makoto Yokoo, Katsutoshi Hirayama
- Autonomous Agents and Multi-Agent Systems
- 2000

When multiple agents are in a shared environment, there usually exist constraints among the possible actions of these agents. A distributed constraint satisfaction problem (distributed CSP) is aâ€¦ (More)

- Katsutoshi Hirayama, Makoto Yokoo
- CP
- 1997

Many problems in multi-agent systems can be described as Distributed Constraint Satisfaction Problems (Distributed CSPs), where the goal is to nd a set of assignments to variables that satis es allâ€¦ (More)

- Makoto Yokoo, Katsutoshi Hirayama
- ICMAS
- 1998

A distributed constraint satisfaction problem can formalize various application problems in MAS, and several algorithms for solving this problem have been developed. One limitation of theseâ€¦ (More)

- Katsutoshi Hirayama, Makoto Yokoo
- ICMAS
- 2000

Many problems in multi-agent systems can be described as distributed CSPs. However, some real-life problem can be over-constrained and without a set of consistent variable values when described as aâ€¦ (More)

This paper develops a secure distributed Constraint Satisfaction algorithm. A Distributed Constraint Satisfaction Problem (DisCSP) is a CSP in which variables and constraints are distributed amongâ€¦ (More)

- Katsutoshi Hirayama, Makoto Yokoo
- Artif. Intell.
- 2005

We present a new series of distributed constraint satisfaction algorithms, the distributed breakout algorithms, which is inspired by local search algorithms for solving the constraint satisfactionâ€¦ (More)

We examine the behavior of a distributed constraint satisfaction algorithm. More specifically, we measured the communication and computation costs of a distributed constraint satisfaction algorithmâ€¦ (More)

- Katsutoshi Hirayama, Makoto Yokoo
- AAMAS
- 2002

A distributed constraint satisfaction problem(DisCSP) is a general framework that can formalize various application problems in Multi-Agent Systems. The authors have developed a series of algorithmsâ€¦ (More)

Forming effective coalitions is a major research challenge in AI and multi-agent systems (MAS). Coalition Structure Generation (CSG) involves partitioning a set of agents into coalitions so thatâ€¦ (More)

Cooperative problem solving with resource constraints are important in practical multi-agent systems. Resource constraints are necessary to handle practical problems including distributed taskâ€¦ (More)