Abstract
We propose Normative Dec-POMDPs, a model of collective decision making in the presence of complex norms, with violations of norms classified according to their relative severity. We extend the PBPG algorithm in order to solve Normative Dec-POMDPs and propose a heuristic that improves its scalability without affecting the policy quality.
Original language | English |
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Title of host publication | AAMAS '16 International Conference on Agents and Multiagent Systems |
Place of Publication | Richland, SC |
Publisher | International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS) |
Pages | 1265-1266 |
Number of pages | 2 |
ISBN (Electronic) | 9781450342391 |
Publication status | Published - 2016 |
Event | 15th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2016 - Singapore, Singapore Duration: 9 May 2016 → 13 May 2016 |
Conference
Conference | 15th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2016 |
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Country/Territory | Singapore |
City | Singapore |
Period | 9/05/16 → 13/05/16 |
Keywords
- Coordination
- Decision theory
- Norms