Schema della sezione
-
Teacher: Prof. Sean Luke, Department of Computer Science, George Mason University
Dates: Feb. 24 - Mar. 4
Brief course description: Prof. Luke will introduce basic concepts and issues in multiagent systems, with an emphasis on scenarios with large numbers of agents (swarms). His lecture will introduce multiagent systems and swarms swarms, and also cover topics in agent-based modeling and simulation, multirobotics, swarm robotics, and multiagent learning.
-
-
Gli studenti devonoSpunta come completato
The slides discuss a paper by Ermo Wei and Sean Luke, which is available here:
http://jmlr.org/papers/volume17/15-417/15-417.pdf
-
-
Gli studenti devonoSpunta come completato
Related papers
(I put an asterisk (*) next to the more important ones, but they're all easy to read and fun [honestly] and on lots of different topics we'll be covering.)
BOUNTY HUNTING
*https://cs.gmu.edu/~sean/papers/bounty.pdf
https://cs.gmu.edu/~sean/papers/bounty16.pdf
ABM [and MASON] SIMULATION
https://cs.gmu.edu/~sean/papers/simulation.pdf
[kind of old]
MASON's website is http://cs.gmu.edu/~eclab/projects/mason/
Here is a group of social scientists I work with who do extensive modeling with MASON and other multiagent simulation toolkits:
https://socialcomplexity.gmu.edu/publications-2/
PHEROMONE FORAGING
[In order of publication -- it makes sense to read them in this order. They're all fun]
*https://cs.gmu.edu/~sean/papers/panait04pheromone.pdf
*https://cs.gmu.edu/~sean/papers/aamas10-beacons.pdf
*https://cs.gmu.edu/~sean/papers/beacons14.pdf
*https://cs.gmu.edu/~sean/papers/alife16-geometers.pdf
MULTIAGENT LEARNING FROM DEMONSTRATION
[the first one is single-agent, and is with Vittorio Ziparo, formerly of U Rome La Sapienza]
*https://cs.gmu.edu/~sean/papers/aamas10-learntobehave.pdf
https://cs.gmu.edu/~sean/papers/humanoids10hierarchical.pdf
*https://cs.gmu.edu/~sean/papers/ijcai11.pdf
https://cs.gmu.edu/~sean/papers/aamas12.pdf
https://cs.gmu.edu/~sean/papers/robocup12training.pdf
https://cs.gmu.edu/~sean/papers/ijcai13unlearning.pdf
* https://cs.gmu.edu/~sean/papers/robocup14.pdf
https://cs.gmu.edu/~sean/papers/arms15.pdf
SOME OTHER FUN TOPICS
https://cs.gmu.edu/~sean/papers/luke05tunable.pdf
-