Linnhoff-Popien, Claudia

8 publications

ICML 2023 Attention-Based Recurrence for Multi-Agent Reinforcement Learning Under Stochastic Partial Observability Thomy Phan, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Nüßlein, Michael Kölle, Thomas Gabor, Claudia Linnhoff-Popien

IJCAI 2023 CROP: Towards Distributional-Shift Robust Reinforcement Learning Using Compact Reshaped Observation Processing Philipp Altmann, Fabian Ritz, Leonard Feuchtinger, Jonas Nüßlein, Claudia Linnhoff-Popien, Thomy Phan

AAAI 2021 Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition Thomy Phan, Lenz Belzner, Thomas Gabor, Andreas Sedlmeier, Fabian Ritz, Claudia Linnhoff-Popien

IJCAI 2021 Stochastic Market Games Kyrill Schmid, Lenz Belzner, Robert Müller, Johannes Tochtermann, Claudia Linnhoff-Popien

NeurIPS 2021 VAST: Value Function Factorization with Variable Agent Sub-Teams Thomy Phan, Fabian Ritz, Lenz Belzner, Philipp Altmann, Thomas Gabor, Claudia Linnhoff-Popien

IJCAI 2019 Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning Thomy Phan, Thomas Gabor, Robert Müller, Christoph Roch, Claudia Linnhoff-Popien

AAAI 2019 Memory Bounded Open-Loop Planning in Large POMDPs Using Thompson Sampling Thomy Phan, Lenz Belzner, Marie Kiermeier, Markus Friedrich, Kyrill Schmid, Claudia Linnhoff-Popien

IJCAI 2019 Subgoal-Based Temporal Abstraction in Monte-Carlo Tree Search Thomas Gabor, Jan Peter, Thomy Phan, Christian Meyer, Claudia Linnhoff-Popien