| Monday, May 5, 2014 |
| 14:00 to 14:10 | Welcome and Introductions |
| 14:10 to 15:30 | Tutorial Session 1: Motivation; Introduction; Review of Single-Agent POMDP Framework; Cooperative Sequential Decision-making Fundamentals; Decentralized POMDP Model. |
| 15:30 to 16:00 | Coffee Break |
| 16:00 to 18:00 | Tutorial Session 2: Dec-POMDP Solution Methods; Adversarial Decision-making Fundamentals; Dynamic Algorithms for POSGs; Interactive POMDP Model; TTD-MDP Model. |
| Tuesday, May 6, 2014 |
| 09:00 to 09:10 | Welcome and Introductions (to newcomers) |
| 09:10 to 10:30 | Tutorial Session 3: Advanced Topics. |
| 10:30 to 11:00 | Coffee Break |
| 11:00 to 12:30 | Paper Session 1: Agent Teams and Organizations |
| 11:00 to 11:30 | Team Behavior in Interactive Dynamic Influence Diagrams with Applications to Ad Hoc Teams. Muthukumaran Chandrasekaran, Prashant Doshi, Yifeng Zeng, and Yingke Chen. |
| 11:30 to 12:00 | A Distributed Decision-Theoretic Model for Multiagent Active Information Gathering. Jennifer Renoux, Abdel-Illah Mouaddib, and Simon Le Gloannec. |
| 12:00 to 12:30 | Multiagent Metareasoning Through Organizational Design. Jason Sleight and Edmund H. Durfee. |
| 12:30 to 14:00 | Lunch |
| 14:00 to 15:30 | Paper Session 2: Learning and Competitive Agents |
| 14:00 to 14:30 | Best Response Bayesian Reinforcement Learning for Multiagent Systems with State Uncertainty. Frans A. Oliehoek and Christopher Amato. |
| 14:30 to 15:00 | Learning Policies of Agents in Partially Observable Domains Using Bayesian Nonparametric Methods. Alessandro Panella and Piotr Gmytrasiewicz. |
| 15:00 to 15:30 | Closed-form Solutions to a Subclass of Continuous Stochastic Games via Symbolic Dynamic Programming. Shamin Kinathil, Scott Sanner, and Nicolas Della Penna. |
| 15:30 to 16:00 | Coffee Break |
| 16:00 to 17:00 | Invited Talk: Sequential Decision-Making in Human-Agent Interactions. David Pynadath. |
| 17:00 to 17:30 | Closing Discussion of MSDM |
| 17:30 to 18:00 | MSDM/ARMS Joint Panel: How Can Robotics Research and MSDM Research Inform and Guide Each Other? Paul Scerri, Manuela M. Veloso, and Matthijs Spaan. |
