Sciweavers

2036 search results - page 344 / 408
» Simulating On-the-Road Behavior Using a Driving Simulator
Sort
View
154
Voted
AAMAS
2007
Springer
15 years 9 months ago
Bifurcation Analysis of Reinforcement Learning Agents in the Selten's Horse Game
Abstract. The application of reinforcement learning algorithms to multiagent domains may cause complex non-convergent dynamics. The replicator dynamics, commonly used in evolutiona...
Alessandro Lazaric, Jose Enrique Munoz de Cote, Fa...
132
Voted
ATAL
2007
Springer
15 years 9 months ago
Outperforming the competition in multi-unit sealed bid auctions
In this paper, we examine the behavior of bidding agents that are in direct competition with the other participants in an auction setting. Thus the agents are not simply trying to...
Ioannis A. Vetsikas, Nicholas R. Jennings
121
Voted
ECAL
2007
Springer
15 years 9 months ago
Measuring Entropy in Embodied Neural Agents with Homeostasic Units: A Link Between Complexity and Cybernetics
Abstract. We present a model of a recurrent neural network with homeostasic units, embodied in a minimalist articulated agent with a single link and joint. The configuration of th...
Jorge Simão
132
Voted
IWINAC
2007
Springer
15 years 9 months ago
Evolving Robot Behaviour at Micro (Molecular) and Macro (Molar) Action Level
We investigate how it is possible to shape robot behaviour adopting a molecular or molar point of view. These two ways to approach the issue are inspired by Learning Psychology, wh...
Michela Ponticorvo, Orazio Miglino
CIG
2006
IEEE
15 years 9 months ago
Exploiting Sensor Symmetries in Example-based Training for Intelligent Agents
— Intelligent agents in games and simulators often operate in environments subject to symmetric transformations that produce new but equally legitimate environments, such as re...
Bobby D. Bryant, Risto Miikkulainen