session # |
date |
paper in ALife book |
supplementary reading and links |
presenter(s) |
1 | Thu Sep 1 |
Learning About Life, by Mitchel Resnick, p.229-241 |
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2 | Thu Sep 8 |
Artificial Life as a Tool for Biological Inquiry, by
Charles Taylor and David Jefferson, p.1-13 |
- Marco Dorigo, Vittorio Maniezzo and Alberto Colorni,
The Ant System:
Optimization by a colony of cooperating agents,
IEEE Transactions on Systems, Man and Cybernetics-Part B, Vol 26, No
1, p1-13, 1996.
- Barry Brian Werger and Maja Mataric,
Broadcast of Local
Eligibility for Multi-Target Observation,
Distributed Autonomous Robotic Systems (DARS),
p347-356, 2000.
- Tucker Balch, Zia Khan and Manuela Veloso,
Automatically
Tracking and Analyzing the Behavior of Live Insect Colonies,
In the Proceedings of AGENTS'01, 2001.
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|
3 | Thu Sep 15 |
The Artificial Life Roots of Artificial Intelligence, by Luc Steels, p.75-110 |
- Marvin Minsky,
Why
People Think Computers Can't,
The AI Magazine, vol. 3, no. 4, Fall, 1982. Reprinted in Technology
Review, Nov./Dec., 1983 and in The Computer Culture, Denis
P. Donnelly, (Ed.), Associated University Presses, Cranbury NJ, 1985.
- Also intriguing is the draft of a book that Minksy is writing now (draft dated July 2005) called The Emotion Machine.
Here's a link to chapter 1.
You can find the rest of the chapters on
Minksy's home page.
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4 | Thu Sep 22 |
Modeling Adaptive Autonomous Agents, by Pattie Maes, p.135-162 |
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5 | Thu Sep 29 |
Genetic Algorithms and Artificial Life, by Melanie Mitchell
and Stephanie Forrest, p.268-289
|
- John Koza,
Evolution and
co-evolution of computer programs to control independently-acting
agents.
In Meyer, J. and Wilson, S., editors, From Animals to
Animats. Proceedings of the First International Conference on
Simulation of Adaptive Behavior. MIT Press, Cambridge, MA. 1991.
- Melanie Mitchell, Stephanie Forrest, and John Holland
The royal road for
genetic algorithms: Fitness landscapes and GA performance.
In Proceedings of the First European Conference on Artificial Life.
Cambridge, MA: MIT Press/Bradford Books (1992).
|
|
6 | Thu Oct 6 |
Toward Synthesizing Artificial Neural Networks that Exhibit
Cooperative Intelligent Behavior, by Michael G. Dyer, p.111-134.
(this paper is optional)
|
- D. B. Fogel, L. J. Fogel and V. W. Porto,
Evolving Neural
Networks,
Biological Cybernetics 63, pages 487-493, 1990.
- D. Cliff and G. F. Miller,
Tracking the red queen:
Measurements of adaptive progress in coevolutionary
simulations.
In Morán, F., Moreno, A., Merelo, J. J., and
Chac'on, P., editors, Advances in Artificial Life: Proceedings of the
Third European Conference on Artificial Life, pages 200-218, 1995.
|
|
| Thu Oct 13 |
NO CLASS (Yom Kippur) |
7 | Thu Oct 20 |
Cooperation and Community Structure in Artificial
Ecosystems, by Kristian Lindgren and Mats G. Nordahl, p.15-37
(moved to nov 3)
|
- Robert Axelrod, Evolution of Cooperation (handout given in
class, preface and chapter 2)
|
- Sumon's slides
- Tron
game
- Elizabeth Sklar, Alan D. Blair, and Jordan B. Pollack,
Training Intelligent Agents Using Human
Data Collected on the Internet,
in Liu, J., Zhong, N., Tang, Y.Y., and Wang, P.S.P. (eds), Agent Engineering,
Singapore: World Scientific, pp. 201-226 (ch 8).
|
8 | Thu Oct 27 |
Chaos as a Source of Complexity and Diversity in Evolution,
by Kunihiko Kaneko, p.163-177
(this paper is optional)
|
- Peter J. Angeline and Jordan B. Pollack, Competitive environments evolve better solutions to complex problems, Fifth International Conference on Genetic Algorithms, 1993.
- Christopher D. Rosin and Richard K. Belew, New Methods for Competitive Co-evolution, Evolutionary Computation 5:1, 1996.
- Sevan G. Ficici and Jordan B. Pollack, Challenges in Coevolutionary Learning: Arms-Race Dynamics, Open-Endedness, and Mediocre Stable States, Proceedings of the Sixth International Conference on Artificial Life. Adami, Belew, Kitano, Talor, eds. Cambridge: MIT Press, 1998.
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9 | Thu Nov 3 |
Visual Models of Morphogenesis, by Przemyslaw
Prusinkiewicz, p.61-74 |
- Cooperation and Community Structure in Artificial
Ecosystems, by Kristian Lindgren and Mats G. Nordahl, p.15-37
(rescheduled from oct 20)
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10 | Thu Nov 10 |
An Evolutionary Aroach to Synthetic Biology: Zen and the Art of Creating Life, Thomas S. Ray, p.179-209
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11 | Thu Nov 17 |
Beyond Digital Naturalism, by Walter Fontana, Gunter Wagner
and Leo W. Buss, p.211-227 |
- Valentino Braitenberg, Experiments in Synthetic Psychology
(handout given in class containing excerpts from first 5 vehicles)
|
Ehlers, Ligorio |
| Thu Nov 24 |
NO CLASS (Thanksgiving) |
12 | Thu Dec 1 |
Artificial Life as Philosophy, by Daniel Dennett, p.291-301
and Why Do We Need Artificial Life?, by Eric W. Bonabeau and
G. Theraulaz, p.303-325 |
|
Azhar, Cantor |
13 | Thu Dec 8 |
catch up day |
14 | Thu Dec 15 |
PROJECT DEMOS DAY |