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\n  \n 2025\n \n \n (5)\n \n \n
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\n \n\n \n \n \n \n \n \n Action Classification Through Dynamic Scene Graph Generation From ImageSequences.\n \n \n \n \n\n\n \n Schulte, P.\n\n\n \n\n\n\n Bachelor's thesis, RWTH Aachen University, June 2025.\n \n\n\n\n
\n\n\n\n \n \n \"ActionPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 6 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@thesis{schulte2025,\n  type    = {bathesis},\n  title   = {Action Classification Through Dynamic Scene Graph Generation From ImageSequences},\n  author  = {Schulte, Paul},\n  year    = {2025},\n  month   = jun,\n  school  = {RWTH Aachen University},\n  advisor = {Rakhman, Ulzhalgas},\n  url     = {./theses/schulte2025.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n Investigating Policy Gradient Methods for Rubik’s Cube.\n \n \n \n \n\n\n \n Nagel, A.\n\n\n \n\n\n\n Bachelor's thesis, RWTH Aachen University, June 2025.\n \n\n\n\n
\n\n\n\n \n \n \"InvestigatingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@thesis{nagel2025,\n  type    = {bathesis},\n  title   = {Investigating Policy Gradient Methods for Rubik’s Cube},\n  author  = {Nagel, Allegra},\n  year    = {2025},\n  month   = jun,\n  school  = {RWTH Aachen University},\n  advisor = {Theisen, Martin},\n  url     = {./theses/nagel2025.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n Learning Lifted STRIPS Models from Partial Graphs with Reduced Action Labels.\n \n \n \n \n\n\n \n Jansen, N.\n\n\n \n\n\n\n Master's thesis, RWTH Aachen University, February 2025.\n \n\n\n\n
\n\n\n\n \n \n \"LearningPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@thesis{jansen2025,\n  type    = {mathesis},\n  title   = {Learning Lifted STRIPS Models from Partial Graphs with Reduced Action Labels},\n  author  = {Jansen, Niklas},\n  year    = {2025},\n  month   = feb,\n  school  = {RWTH Aachen University},\n  advisor = {Gösgens, Jonas},\n  url     = {./theses/jansen2025.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n Solving ARC as a Generalized Planning Problem using ASP.\n \n \n \n \n\n\n \n Dornhege, J.\n\n\n \n\n\n\n Bachelor's thesis, RWTH Aachen University, January 2025.\n \n\n\n\n
\n\n\n\n \n \n \"SolvingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@thesis{dornhege2025,\n  type    = {bathesis},\n  title   = {Solving ARC as a Generalized Planning Problem using ASP},\n  author  = {Dornhege, Jan},\n  year    = {2025},\n  month   = jan,\n  school  = {RWTH Aachen University},\n  advisor = {Geffner, Hector},\n  url     = {./theses/dornhege2025.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n On Learning Representations in Model-Based Reinforcement Learning.\n \n \n \n \n\n\n \n Lu, Y.\n\n\n \n\n\n\n Bachelor's thesis, RWTH Aachen University, January 2025.\n \n\n\n\n
\n\n\n\n \n \n \"OnPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@thesis{lu2025,\n  type    = {bathesis},\n  title   = {On Learning Representations in Model-Based Reinforcement Learning},\n  author  = {Lu, Yingliu},\n  year    = {2025},\n  month   = jan,\n  school  = {RWTH Aachen University},\n  advisor = {Reiher, Jonas},\n  url     = {./theses/lu2025.pdf}\n}\n\n
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\n  \n 2024\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n \n Exploring the Limits of Relational Graph Neural Networks in PushWorld.\n \n \n \n \n\n\n \n Stante, S.\n\n\n \n\n\n\n Bachelor's thesis, RWTH Aachen University, September 2024.\n \n\n\n\n
\n\n\n\n \n \n \"ExploringPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@thesis{stante2024,\n  type    = {bathesis},\n  title   = {Exploring the Limits of Relational Graph Neural Networks in PushWorld},\n  author  = {Stante, Samuel},\n  year    = {2024},\n  month   = sep,\n  school  = {RWTH Aachen University},\n  advisor = {Aichmüller, Michael},\n  url     = {./theses/stante2024.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n Towards Generalizable Automated Driving: A Hierarchical Reinforcement Learning Approach with Engineered Low-Level Policies in a Scenario-Based Learning Environment.\n \n \n \n \n\n\n \n Abdelhamid, M.\n\n\n \n\n\n\n Master's thesis, RWTH Aachen University, August 2024.\n \n\n\n\n
\n\n\n\n \n \n \"TowardsPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@thesis{abdelhamid2024,\n  type    = {mathesis},\n  title   = {Towards Generalizable Automated Driving: A Hierarchical Reinforcement Learning Approach with Engineered Low-Level Policies in a Scenario-Based Learning Environment},\n  author  = {Abdelhamid, Mahmoud},\n  year    = {2024},\n  month   = aug,\n  school  = {RWTH Aachen University},\n  advisor = {Ajanović, Zlatan},\n  url     = {./theses/abdelhamid2024.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n Jointly Learning Skill Execution and Domain Grounding for Robot Task and Motion Planning.\n \n \n \n \n\n\n \n Swoboda, D.\n\n\n \n\n\n\n Master's thesis, RWTH Aachen University, March 2024.\n \n\n\n\n
\n\n\n\n \n \n \"JointlyPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 48 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@thesis{swoboda2024,\n  type    = {mathesis},\n  title   = {Jointly Learning Skill Execution and Domain Grounding for Robot Task and Motion Planning},\n  author  = {Swoboda, Daniel},\n  year    = {2024},\n  month   = mar,\n  school  = {RWTH Aachen University},\n  advisor = {Hofmann, Till},\n  url     = {./theses/swoboda2024.pdf}\n}\n
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