Selected talks:
- Scalable and Robust Multi-Agent Reinforcement Learning.
Microsoft Research, Reinforcement Learning Day, October, 2019. [YouTube]
- Decision-Making Under Uncertainty in Multi-Agent and
Multi-Robot Systems: Planning and Learning.
Twenty-Third International Joint Conference on Artificial
Intelligence (IJCAI-18), Stockholm, Sweden, July, 2018. [pptx]
[pdf]
- Multi-Robot Coodindination with Uncertainty and Limited Communication.
MassTLD Future of Robotics Conference, December, 2016. [YouTube]
- Optimally Solving Dec-POMDPs as Continuous-State MDPs.
Twenty-Third International Joint Conference on Artificial
Intelligence (IJCAI-13), Beijing, China, August, 2013. [pdf]
- Models of Coordination in Multiagent Decision Making.
Tutorial given at the 2012 International Conference on
Collaboration Technologies and Systems, May 21, 2012. [pptx]
[pdf]
- Increasing Scalability in Algorithms for Centralized
and Decentralized POMDPs. Carnegie Mellon University,
February 5, 2010. [ppt]
[pdf]
- Decision-Theoretic Planning for Multi-Agent Systems:
New Directions and Opportunities. For information and
the slides from our tutorial at IJCAI-09, take a look at the
following webpage
- Achieving Goals in Decentralized POMDPs.
Christopher Amato and Shlomo Zilberstein. Eighth International
Joint Conference on Autonomous Agents and Multi-Agent Systems
(AAMAS-09), Budapest, Hungary, May, 2009. [ppt]
- Optimal Fixed-Size Controllers for Decentralized
POMDPs. Workshop on Multi-Agent Sequential Decision
Making in Uncertain Domains(MSDM) 2006.
Held in conjunction with the Fifth International Joint
Conference on Autonomous Agents and Multi-Agent Systems
(AAMAS) , Future University-Hakodate, 9th May, 2006. [ppt]
[pdf]
- Solving POMDPs Using Quadratically Constrained Linear
Programs. Ninth International Symposium on Artificial
Intelligence and Mathematics, Fort Lauderdale, Florida,
January 6, 2005. [ppt]
[pdf]
|
