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7 | 7 | # 2025
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8 | 8 | #################################################
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9 | 9 |
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| 10 | +@inproceedings{DBLP:conf/vmcai/AzeemCKKMMW25, |
| 11 | + author = {Muqsit Azeem and |
| 12 | + Debraj Chakraborty and |
| 13 | + Sudeep Kanav and |
| 14 | + Jan Kret{\'{\i}}nsk{\'{y}} and |
| 15 | + MohammadSadegh Mohagheghi and |
| 16 | + Stefanie Mohr and |
| 17 | + Maximilian Weininger}, |
| 18 | + title = {1-2-3-Go! Policy Synthesis for Parameterized Markov Decision Processes |
| 19 | + via Decision-Tree Learning and Generalization}, |
| 20 | + booktitle = {{VMCAI} {(2)}}, |
| 21 | + series = {Lecture Notes in Computer Science}, |
| 22 | + volume = {15530}, |
| 23 | + pages = {97--120}, |
| 24 | + publisher = {Springer}, |
| 25 | + year = {2025} |
| 26 | +} |
| 27 | + |
| 28 | +@inproceedings{DBLP:conf/tacas/ChatterjeeQSWWZ25, |
| 29 | + author = {Krishnendu Chatterjee and |
| 30 | + Tim Quatmann and |
| 31 | + Maximilian Sch{\"{a}}ffeler and |
| 32 | + Maximilian Weininger and |
| 33 | + Tobias Winkler and |
| 34 | + Daniel Zilken}, |
| 35 | + title = {Fixed Point Certificates for Reachability and Expected Rewards in |
| 36 | + MDPs}, |
| 37 | + booktitle = {{TACAS} {(2)}}, |
| 38 | + series = {Lecture Notes in Computer Science}, |
| 39 | + volume = {15697}, |
| 40 | + pages = {130--151}, |
| 41 | + publisher = {Springer}, |
| 42 | + year = {2025} |
| 43 | +} |
| 44 | + |
| 45 | +@inproceedings{DBLP:conf/tacas/BuddeHMWW25, |
| 46 | + author = {Carlos E. Budde and |
| 47 | + Arnd Hartmanns and |
| 48 | + Tobias Meggendorfer and |
| 49 | + Maximilian Weininger and |
| 50 | + Patrick Wienh{\"{o}}ft}, |
| 51 | + title = {Sound Statistical Model Checking for Probabilities and Expected Rewards}, |
| 52 | + booktitle = {{TACAS} {(1)}}, |
| 53 | + series = {Lecture Notes in Computer Science}, |
| 54 | + volume = {15696}, |
| 55 | + pages = {167--190}, |
| 56 | + publisher = {Springer}, |
| 57 | + year = {2025} |
| 58 | +} |
| 59 | + |
| 60 | +@inproceedings{DBLP:conf/aaai/MeggendorferWW25, |
| 61 | + author = {Tobias Meggendorfer and |
| 62 | + Maximilian Weininger and |
| 63 | + Patrick Wienh{\"{o}}ft}, |
| 64 | + title = {Solving Robust Markov Decision Processes: Generic, Reliable, Efficient}, |
| 65 | + booktitle = {{AAAI}}, |
| 66 | + pages = {26631--26641}, |
| 67 | + publisher = {{AAAI} Press}, |
| 68 | + year = {2025} |
| 69 | +} |
| 70 | + |
| 71 | +@inproceedings{Galesloot2025rfPG, |
| 72 | + author = {Maris F. L. Galesloot and Roman Andriushchenko and Milan \v{C}e\v{s}ka and Sebastian Junges and Nils Jansen}, |
| 73 | + title = {rfPG: Robust Finite-Memory Policy Gradients for Hidden-model {POMDP}s}, |
| 74 | + booktitle = {IJCAI}, |
| 75 | + abbr = {IJCAI}, |
| 76 | + year = {2025}, |
| 77 | + arxiv = {2505.09518} |
| 78 | +} |
| 79 | + |
10 | 80 | @inproceedings{Cevahir2025Safety,
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11 | 81 | title = {{Safety-Prioritizing Curricula for Constrained Reinforcement Learning}},
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12 | 82 | author = {
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