Learning in Games
- J. R. Marden and J. S. Shamma, "Revisiting Log-Linear Learning: Asynchrony, Completeness and a Payoff-based Implementation"
- — submitted to Games and Economic Behavior, 2008. [PDF]
- — presented at GAMES 2008 &ndash Third World Congress of the Game Theory Society, July, 2008.
- J. R. Marden, H. P. Young, G. Arslan and J. S. Shamma, "Payoff-Based Dynamics for Multi-Player Weakly Acyclic Games"
- — full version accepted for publication (subject to minor revisions), SIAM Journal on Control and Optimization, special issue on "Control and Optimization in Cooperative Networks", 2008. [PDF]
- — Proceedings of the 46th IEEE Conference on Decision and Control" , 2007.
- J. R. Marden, G. Arslan and J. S. Shamma, "Joint Strategy Fictitious Play with Inertia for Potential Games"
- — to appear in IEEE Transactions on Automatic Control, 2008. [PDF]
- — Proceedings of the 44th IEEE Conference on Decision and Control , 2005.
- — presented at the 17th Annual International Conference on Game Theory, 2006.
- J. R. Marden, G. Arslan and J. S. Shamma, "Regret Based Dynamics: Convergence in Weakly Acyclic Games'', Sixth International Joint Conference on Autonomous Agents and Multi-Agent Systems, May 2007. [PDF]
Cooperative Control and the Design of Distributed Systems
- J. R. Marden and A. Wierman, "Distributed Welfare Games"
- — full version submitted to Operations Research special issue on "Computational Economics", 2008. [PDF]
- — to appear in the Proceedings of the 47th IEEE Conference on Decision and Control" , 2008.
- J. R. Marden G. Arslan and J. S. Shamma, "Connections Between Cooperative Control and Potential Games"
- — full version submitted to IEEE Transactions on Systems, Man and Cybernetics. Part B: Cybernetics, 2008. [PDF]
- — Proceedings of the 2007 European Control Conference, 2007.
- G. Arslan, J. R. Marden and J. S. Shamma, "Autonomous vehicle-target assignment: a game theoretical formulation", ASME Journal of Dynamic Systems, Measurement and Control special issue on "Analysis and Control of Multi-Agent Dynamic Systems", Volume 129, Issue 5, September 2007, pp. 584-596. [PDF]
Network Coding
- J. R. Marden and M. Effros, "Learning to Code: The Price of Selfish Coding"
- — full version in preparation.
Queueing Systems
- H. Chen, J. R. Marden and A. Wierman, "On the Impact of Heterogeneity and Back-end Scheduling in Load Balancing Designs"
- — submitted to the IEEE Conference on Computer Communications (INFOCOM), 2008. [PDF]
- — to appear in Performance Evaluation Review, 2008. An earlier version appeared at the MAMA workshop at Sigmetrics, 2008.
Theses
- J. R. Marden, "Learning in Large-Scale Games and Cooperative Control", Ph.D. Dissertation, UCLA, Los Angeles, CA, June, 2007. [PDF]
- J. R. Marden, "Coordination of Multiple Agents Using Neuro-Dynamic Programming", MS Thesis, UCLA, Los Angeles, CA, June, 2004.