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| [[sdmia|SDMIA Main Page]] | [[sdmia|SDMIA Main Page]] | ||
| - | Under construction | + | **Thursday, November 12** |
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| + | ^ ^ ^ Authors ^ Title ^ | ||
| + | |09:00am| 09:15am| Welcome and introductions || | ||
| + | |09:15am| 10:00am|Milind Tambe, USC |[[sdmia_invited_speakers|Assisting HIV Prevention Amongst Homeless Youth using POMDPs | ||
| + | ]]| | ||
| + | |10:00am| 10:30am| application discussion || | ||
| + | |10:30am| 11:00am| //Coffee break// || | ||
| + | |11:00am| 11:45am|Shlomo Zilberstein, UMass Amherst |[[sdmia_invited_speakers|Do We Expect Too Much from DEC-POMDP Algorithms?]] | | ||
| + | |11:45am| 12:10pm|C. Amato, G. Konidaris, S. Omidshafiei, A. Agha-Mohammadi, J. How and L. Kaelbling |Probabilistic Planning for Decentralized Multi-Robot Systems| | ||
| + | |12:10pm| 12:35pm|S. Srivastava, S. Russell and A. Pinto |Metaphysics of Planning Domain Descriptions | | ||
| + | |12:35pm| 02:00pm| //Lunch// || | ||
| + | |02:00pm| 02:25pm |E. Walraven and M. T. J. Spaan |Planning under Uncertainty with Weighted State Scenarios | | ||
| + | |02:25pm| 02:50pm |F. Ferrari and A. Mouaddib |Hierarchical factored POMDP for joint tasks : application to escort tasks | | ||
| + | |02:50pm| 03:15pm |L. Pineda, K. Wray and S. Zilberstein |Revisiting Multi-Objective MDPs with Relaxed Lexicographic Preferences| | ||
| + | |03:15pm| 03:30pm | open discussion || | ||
| + | |03:30pm| 04:00pm | //Coffee break// || | ||
| + | |04:00pm| 04:45pm |Mykel Kochenderfer, Stanford |[[sdmia_invited_speakers|Decision Theoretic Planning for Air Traffic Applications]]| | ||
| + | |04:45pm| 05:10pm |B. Lacerda, D. Parker and N. Hawes |Nested Value Iteration for Partially Satisfiable Co-Safe LTL Specifications (Extended Abstract) | | ||
| + | |05:10pm| 05:35pm |K. Wray and S. Zilberstein |A Parallel Point-Based POMDP Algorithm Leveraging GPUs | | ||
| + | |06:00pm| 07:00pm | //Reception// || | ||
| + | |||
| + | **Friday, November 13** | ||
| + | |||
| + | ^ ^ ^ Authors ^ Title ^ | ||
| + | |09:00am| 09:45am |Jason Williams, Microsoft Research |[[sdmia_invited_speakers|Decision-theoretic control in dialog systems: recent progress and opportunities for research]]| | ||
| + | |09:45am| 10:05am | application discussion || | ||
| + | |10:05am| 10:30am |D. Urieli and P. Stone |Autonomous Electricity Trading using Time-Of-Use Tariffs in a Competitive Market | | ||
| + | |10:30am| 11:00am | //Coffee break// || | ||
| + | |11:00am| 11:25am |E. Durfee and S. Singh |Commitment Semantics for Sequential Decision Making Under Reward Uncertainty | | ||
| + | |11:25am| 11:50am |A. Iwasaki, T. Sekiguchi, S. Yamamoto and M. Yokoo |How is cooperation/collusion sustained in repeated multimarket contact with observation errors? | | ||
| + | |11:50am| 12:10pm |S. Mcgregor, H. Buckingham, R. Houtman, C. Montgomery, R. Metoyer and T. Dietterich |MDPvis: An Interactive Visualization for Testing Markov Decision Processes | | ||
| + | |12:10pm| 12:30pm |F. Oliehoek, M. T. J. Spaan, P. Robbel and J. Messias |The MADP Toolbox: An Open-Source Library for Planning and Learning in (Multi-)Agent Systems | | ||
| + | |12:30pm| 02:00pm | //Lunch// || | ||
| + | |02:00pm| 02:45pm |Craig Boutilier, Google |[[sdmia_invited_speakers|Large-scale MDPs in Practice: Opportunities and Challenges]] | | ||
| + | |02:45pm| 03:00pm | application discussion || | ||
| + | |03:00pm| 03:25pm |P. Robbel, F. A. Oliehoek and M. J. Kochenderfer |Exploiting Anonymity in Approximate Linear Programming: Scaling to Large Multiagent MDPs | | ||
| + | |03:30pm| 04:00pm | //Coffee break// || | ||
| + | |04:00pm| 04:45pm |Emma Brunskill, CMU |[[sdmia_invited_speakers|Quickly Learning to Make Good Decisions]] | | ||
| + | |04:45pm| 05:10pm |M. Allen |Complexity of Self-Preserving, Team-Based Competition in Partially Observable Stochastic Games | | ||
| + | |05:10pm| 05:35pm |M. Hausknecht and P. Stone |Deep Recurrent Q-Learning for Partially Observable MDPs | | ||
| + | |06:00pm| 07:30pm | //Plenary session// || | ||
| + | |||
| + | **Saturday, November 14** | ||
| + | |||
| + | ^ ^ ^ Authors ^ Title ^ | ||
| + | |09:00am| 09:45am |Alan Fern, Oregon State |[[sdmia_invited_speakers|Kinder and Gentler Teaching Modes for Human-Assisted Policy Learning]] | | ||
| + | |09:45am| 10:00am | application discussion || | ||
| + | |10:00am| 10:25am |A. Reyes, P. H. Ibarguengoytia, I. Romero, D. Pech and M. Borunda |Open questions for building optimal operation policies for dam management using Factored Markov Decision Processes | | ||
| + | |10:30am| 11:00am | //Coffee break// || | ||
| + | |11:00am| 11:25am |D. E. Hershkowitz, J. MacGlashan and S. Tellex |Learning Propositional Functions for Planning and Reinforcement Learning | | ||
| + | |11:25am| 11:50am |Y. Zhan and M. Taylor |Online Transfer Learning in Reinforcement Learning Domains | | ||
| + | |11:50am| 12:30pm | wrapup discussion || | ||
| + | |||
