42 search results - page 1 / 9 » Reacting, Planning, and Learning in an Autonomous Agent |
MI
1993
13 years 6 months ago
1993
ATAL
2000
Springer
13 years 9 months ago
2000
Springer
Abstract. Dyna is a single-agent architectural framework that integrates learning, planning, and reacting. Well known instantiations of Dyna are Dyna-AC and Dyna-Q. Here a multiage...
JIRS
2000
13 years 5 months ago
2000
Agents (hardware or software) that act autonomously in an environment have to be able to integrate three basic behaviors: planning, execution, and learning. This integration is man...
ICMAS
2000
13 years 6 months ago
2000
This paper describes a multiagent variant of Dyna-Q called M-Dyna-Q. Dyna-Q is an integrated single-agent framework for planning, reacting, and learning. Like DynaQ, M-Dyna-Q empl...
AGENTS
1997
Springer
13 years 9 months ago
1997
Springer
We address in this paper a problem of autonomous agents performing in a common environment where each agent has its goal to achieve before a given deadline. Agents must be able to...