Making decisions based on accurate models enables robots to exploit domain knowledge to act intelligently. However, in many realistic domains, it is impossible to have globally ac...
Juan Pablo Mendoza, Manuela M. Veloso, Reid G. Sim...
Electric Vehicles (EVs) and their integration in the smart grid are challenges that sustainable societies have to tackle. Uncontrolled EV charging increases peak power demand, whi...
We investigate the effects of market making on market performance, focusing on allocative efficiency as well as gains from trade accrued by background traders. We employ empirica...
We present an approach to the problem of learning by observation in spatially-situated tasks, whereby an agent learns to imitate the behaviour of an observed expert with no intera...
How to form a team for achieving a given set of tasks is an important issue in multi-agent systems. Task-oriented team formation is the problem of selecting a group of agents, whe...
Tenda Okimoto, Nicolas Schwind, Maxime Clement, To...