In some environments, a learning agent must learn to balance competing objectives. For example, a Q-learner agent may need to learn which choices expose the agent to risk and whic...
We propose novel gaze control algorithms for active perception in mobile autonomous agents with directable, foveated vision sensors. Our agents are realistic artificial animals, o...
In human social interaction, the notions of commitment and trust are strongly interrelated. A formal model for this interrelation will enable artificial agents to benefit from the...
Comprehending and verifying agent system behavior is an arduous task when dealing with complex multiagent systems whose behaviors are sophisticated. This paper presents an approac...
The First Trading Agent Competition TAC was held from June 22nd to July 8th, 2000. TAC was designed to create a benchmark problem in the complex domain of emarketplaces and to m...
Peter Stone, Michael L. Littman, Satinder P. Singh...