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Chapter and Conference Paper
Learning Analytics of Playing Space Fortress with Reinforcement Learning
In this paper we analyze the learning process of a neural network-based reinforcement learning algorithm while making comparisons to characteristics of human learning. For the task environment we use the game ...
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Chapter and Conference Paper
Application of Artificial Intelligence to Adaptive Instruction - Combining the Concepts
In recent years, instructional systems for individuals and teams, including virtual environments, serious games, simulator-based training and on-the-job/live training, have been supplemented by Adaptive Instr...
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Chapter and Conference Paper
Agent Communication for Believable Human-Like Interactions between Virtual Characters
Virtual characters in games or simulations are increasingly required to perform complex tasks in dynamic virtual environments. This includes the ability to communicate in a human-like manner with other charact...
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Chapter and Conference Paper
Agent Perception within CIGA: Performance Optimizations and Analysis
When agents are integrated in a game engine for embodiment in a virtual environment, perception often leads to performance issues due to the lack of control over the sensing process. In previous work a percept...
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Chapter and Conference Paper
CIGA: A Middleware for Intelligent Agents in Virtual Environments
Building intelligent behavior in (educational) games and simulations can greatly benefit from the use of agent technology. Intelligent agents within a multi-agent system can be developed for controlling virtua...
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Chapter and Conference Paper
Towards a Design Approach for Integrating BDI Agents in Virtual Environments
Employing agent technology for virtual character behavior in games and simulations enforces a distributed IVA design where the agent is part of the cognitive layer, situated in a multi-agent system, and its em...
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Chapter
Goal-Based Communication Using BDI Agents as Virtual Humans in Training: An Ontology Driven Dialogue System
Simulations for training can greatly benefit from BDI agents as virtual humans playing the role of key players. Learning to communicate effectively is a key aspect of training to command a team that is managin...