Hussing, Marcel

10 publications

TMLR 2026 Iterative Compositional Data Generation for Robot Control Anh-Quan Pham, Marcel Hussing, Shubhankar P. Patankar, Danielle Bassett, Jorge Mendez-Mendez, Eric Eaton

ICLR 2026 Relative Entropy Pathwise Policy Optimization Claas A Voelcker, Axel Brunnbauer, Marcel Hussing, Michal Nauman, Pieter Abbeel, Radu Grosu, Eric Eaton, Amir-massoud Farahmand, Igor Gilitschenski

ICLR 2026 Replicable Reinforcement Learning with Linear Function Approximation Eric Eaton, Marcel Hussing, Michael Kearns, Aaron Roth, Sikata Bela Sengupta, Jessica Sorrell

ICML 2025 Intersectional Fairness in Reinforcement Learning with Large State and Constraint Spaces Eric Eaton, Marcel Hussing, Michael Kearns, Aaron Roth, Sikata Bela Sengupta, Jessica Sorrell

ICLR 2025 MAD-TD: Model-Augmented Data Stabilizes High Update Ratio RL Claas A Voelcker, Marcel Hussing, Eric Eaton, Amir-massoud Farahmand, Igor Gilitschenski

NeurIPS 2024 Oracle-Efficient Reinforcement Learning for Max Value Ensembles Marcel Hussing, Michael Kearns, Aaron Roth, Sikata Bela Sengupta, Jessica Sorrell

ICMLW 2024 Oracle-Efficient Reinforcement Learning for Max Value Ensembles Marcel Hussing, Michael Kearns, Aaron Roth, Sikata Bela Sengupta, Jessica Sorrell

NeurIPS 2023 Replicable Reinforcement Learning Eric Eaton, Marcel Hussing, Michael J. Kearns, Jessica Sorrell

CoLLAs 2022 CompoSuite: A Compositional Reinforcement Learning Benchmark Jorge A. Mendez, Marcel Hussing, Meghna Gummadi, Eric Eaton

ICLR 2020 Structured Object-Aware Physics Prediction for Video Modeling and Planning Jannik Kossen, Karl Stelzner, Marcel Hussing, Claas Voelcker, Kristian Kersting