Strengthening Deterministic Policies for POMDPs

Author:

Winterer Leonore,Wimmer Ralf,Jansen Nils,Becker Bernd

Publisher

Springer International Publishing

Reference43 articles.

1. Amato, C., Bernstein, D.S., Zilberstein, S.: Optimizing fixed-size stochastic controllers for POMDPs and decentralized POMDPs. Auton. Agent. Multi-Agent Syst. 21(3), 293–320 (2010). https://doi.org/10.1007/s10458-009-9103-z

2. Aras, R., Dutech, A., Charpillet, F.: Mixed integer linear programming for exact finite-horizon planning in decentralized POMDPs. In: ICAPS, pp. 18–25. AAAI (2007). http://www.aaai.org/Library/ICAPS/2007/icaps07-003.php

3. Baier, C., Dubslaff, C., Klüppelholz, S.: Trade-off analysis meets probabilistic model checking. In: CSL-LICS, pp. 1:1–1:10. ACM (2014). https://doi.org/10.1145/2603088.2603089

4. Baier, C., Katoen, J.P.: Principles of Model Checking. MIT Press, Cambridge (2008)

5. Braziunas, D.: POMDP Solution Methods. University of Toronto (2003)

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2. Model Checking for Probabilistic Multiagent Systems;Journal of Computer Science and Technology;2023-09

3. Gradient-Descent for Randomized Controllers Under Partial Observability;Lecture Notes in Computer Science;2022

4. Enforcing Almost-Sure Reachability in POMDPs;Computer Aided Verification;2021

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