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Ms. Pac-Man Versus Ghost Team CIG 2016 Competition
- Source :
- CIG
- Publication Year :
- 2016
-
Abstract
- This paper introduces the revival of the popular Ms. Pac-Man Versus Ghost Team competition. We present an updated game engine with Partial Observability constraints, a new Multi-Agent Systems approach to developing Ghost agents, and several sample controllers to ease the development of entries. A restricted communication protocol is provided for the Ghosts, providing a more challenging environment than before. The competition will debut at the IEEE Computational Intelligence and Games Conference 2016. Some preliminary results showing the effects of Partial Observability and the benefits of simple communication are also presented.
- Subjects :
- FOS: Computer and information sciences
Artificial neural network
SIMPLE (military communications protocol)
Computer science
business.industry
Computer Science - Artificial Intelligence
Computational intelligence
Sample (statistics)
02 engineering and technology
010501 environmental sciences
01 natural sciences
Challenging environment
Competition (economics)
Artificial Intelligence (cs.AI)
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Computer Science - Multiagent Systems
Observability
Artificial intelligence
Communications protocol
business
Multiagent Systems (cs.MA)
0105 earth and related environmental sciences
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- CIG
- Accession number :
- edsair.doi.dedup.....f572959ccc9f62f2a17a7bcbb42a1c5d