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» An Integrated Agent for Playing Real-Time Strategy Games
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AAAI
2008
13 years 6 months ago
An Integrated Agent for Playing Real-Time Strategy Games
We present a real-time strategy (RTS) game AI agent that integrates multiple specialist components to play a complete game. Based on an analysis of how skilled human players conce...
Josh McCoy, Michael Mateas
AIIDE
2007
13 years 6 months ago
SORTS: A Human-Level Approach to Real-Time Strategy AI
We developed knowledge-rich agents to play real-time strategy games by interfacing the ORTS game engine to the Soar cognitive architecture. The middleware we developed supports gr...
Samuel Wintermute, Joseph Xu, John E. Laird
AIIDE
2009
13 years 5 months ago
Case-Based Reasoning for Build Order in Real-Time Strategy Games
We present a case-based reasoning technique for selecting build orders in a real-time strategy game. The case retrieval process generalizes features of the game state and selects ...
Ben George Weber, Michael Mateas
IJCAI
2007
13 years 6 months ago
Transfer Learning in Real-Time Strategy Games Using Hybrid CBR/RL
The goal of transfer learning is to use the knowledge acquired in a set of source tasks to improve performance in a related but previously unseen target task. In this paper, we pr...
Manu Sharma, Michael P. Holmes, Juan Carlos Santam...
AAAI
2010
13 years 6 months ago
Integrating Expert Knowledge and Experience
A major challenge in the field of AI is combining symbolic and statistical techniques. My dissertation work aims to bridge this gap in the domain of real-time strategy games.
Ben George Weber