ATAL
2009
Springer
14 years 6 months ago
2009
Springer
A major challenge within open markets is the ability to satisfy service demand with an adequate supply of service providers, especially when such demand may be volatile due to cha...
ATAL
2009
Springer
14 years 6 months ago
2009
Springer
In this paper we address the problem of decentralised coordination for agents that must make coordinated decisions over continuously valued control parameters (as is required in m...
ATAL
2009
Springer
14 years 6 months ago
2009
Springer
ATAL
2009
Springer
14 years 6 months ago
2009
Springer
This paper addresses decentralized multi-project scheduling under uncertainty. The problem instance we study is the scheduling of airport ground handling services, where aircraft ...
ATAL
2009
Springer
14 years 6 months ago
2009
Springer
Experimental analysis of agent strategies in multiagent systems presents a tradeoff between granularity and statistical confidence. Collecting a large amount of data about each s...
ATAL
2009
Springer
14 years 6 months ago
2009
Springer
We present a general methodology to automate the search for equilibrium strategies in games derived from computational experimentation. Our approach interleaves empirical game-the...
ATAL
2009
Springer
14 years 6 months ago
2009
Springer
We study combinatorial prediction markets where agents bet on the sum of values at any tree node in a hierarchy of events, for example the sum of page views among all the children...
ATAL
2009
Springer
14 years 6 months ago
2009
Springer
Reinforcement learning algorithms that use eligibility traces, such as Sarsa(λ), have been empirically shown to be effective in learning good estimated-state-based policies in pa...
ATAL
2009
Springer
14 years 6 months ago
2009
Springer
In context-aware route planning, a set of agents has to plan routes on a common infrastructure and each agent has to plan a conflict-free route from a source to a destination wit...
ATAL
2009
Springer
14 years 6 months ago
2009
Springer
Distributed constraint optimization (DCOP) provides a framework for coordinated decision making by a team of agents. Often, during the decision making, capacity constraints on age...