Features JACK Intelligent Agents - Components for Intelligent Agents in Java

JACK Intelligent Agents - Components for Intelligent Agents in Java

Using Java for Artificial Intelligence and Intelligent Agent Systems

Intelligent Agents are being used to model simple rational behaviours in a wide range of distributed applications. In particular, agents based on the Belief-Desire-Intention (BDI) architecture have been used successfully in situations where some modelling of human reasoning and team cooperation has been needed, such as simulation of tactical decision making in air operations and command and con...

A Java Agent Environment for Simulation and Modelling

The Air Operations Division of DSTO conducts operational analysis studies to help the Australian Defence Force (ADF) to select the most cost effective air platforms and related systems for Australian requirements and to optimise the use of equipment in service. Computer simulation studies are central to this activity. Intelligent software agents are used to represent human decision making withi...

A Context-aware Architecture for Mental Model Sharing through Semantic Movement in Intelligent Agents

Recent studies in multi-agent systems are paying increasingly more attention to the paradigm of designing intelligent agents with human inspired concepts. One of the main cognitive concepts driving the core of many recent approaches in multi agent systems is shared mental models. In this paper, we propose an architecture for sharing mental models based on a new concept called semantic movement....

Hierarchical Functional Concepts for Knowledge Transfer among Reinforcement Learning Agents

This article introduces the notions of functional space and concept as a way of knowledge representation and abstraction for Reinforcement Learning agents. These definitions are used as a tool of knowledge transfer among agents. The agents are assumed to be heterogeneous; they have different state spaces but share a same dynamic, reward and action space. In other words, the agents are assumed t...