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» Learning and Multiagent Reasoning for Autonomous Agents
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ATAL
2000
Springer
13 years 12 months ago
Layered Disclosure: Revealing Agents' Internals
A perennial challenge in creating and using complex autonomous agents is following their choices of actions as the world changes dynamically and understanding why they act as they ...
Patrick Riley, Peter Stone, Manuela M. Veloso
CCIA
2005
Springer
14 years 1 months ago
A CBR System for Autonomous Robot Navigation
In this paper we propose the use of case-based reasoning techniques to improve the navigation of an autonomous robot in unknown semistructured environments. At the moment the curre...
Raquel Ros, Ramon López de Mántaras,...
ICML
2010
IEEE
13 years 8 months ago
Multiagent Inductive Learning: an Argumentation-based Approach
Multiagent Inductive Learning is the problem that groups of agents face when they want to perform inductive learning, but the data of interest is distributed among them. This pape...
Santiago Ontañón, Enric Plaza
HAIS
2010
Springer
13 years 11 months ago
A Case-Based Reasoning Approach for Norm Adaptation
Existing organisational centred multi-agent systems regulate agents' activities. However, population/environmental changes may lead to a poor fullment of system's goals,...
Jordi Campos Miralles, Maite López-Sá...
AGENTS
2001
Springer
14 years 13 hour ago
Hierarchical multi-agent reinforcement learning
In this paper, we investigate the use of hierarchical reinforcement learning (HRL) to speed up the acquisition of cooperative multi-agent tasks. We introduce a hierarchical multi-a...
Rajbala Makar, Sridhar Mahadevan, Mohammad Ghavamz...