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

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

Land Use Prediction using Electro-Optical to SAR Few-Shot Transfer Learning. - Marcel Hussing; Karen Li; Eric Eaton (CoRR, 2022)

Replicable Reinforcement Learning. - Eric Eaton; Marcel Hussing; Michael Kearns; Jessica Sorrell (NeurIPS, 2023)

Oracle-Efficient Reinforcement Learning for Max Value Ensembles. - Marcel Hussing; Michael Kearns; Aaron Roth 001; Sikata Bela Sengupta; Jessica Sorrell (NeurIPS, 2024)

Robotic Manipulation Datasets for Offline Compositional Reinforcement Learning. - Marcel Hussing; Jorge A. Mendez; Anisha Singrodia; Cassandra Kent; Eric Eaton (RLJ, 2024)

Dissecting Deep RL with High Update Ratios: Combatting Value Divergence. - Marcel Hussing; Claas Voelcker; Igor Gilitschenski; Amir-massoud Farahmand; Eric Eaton (RLJ, 2024)

Dissecting Deep RL with High Update Ratios: Combatting Value Overestimation and Divergence. - Marcel Hussing; Claas Voelcker; Igor Gilitschenski; Amir-massoud Farahmand; Eric Eaton (CoRR, 2024)

Distributed Continual Learning. - Long Le; Marcel Hussing; Eric Eaton (CoRR, 2024)

Can we hop in general? A discussion of benchmark selection and design using the Hopper environment. - Claas Völcker; Marcel Hussing; Eric Eaton (CoRR, 2024)

MAD-TD: Model-Augmented Data stabilizes High Update Ratio RL. - Claas Voelcker; Marcel Hussing; Eric Eaton; Amir-massoud Farahmand; Igor Gilitschenski (ICLR, 2025)

Slot-BERT: Self-supervised Object Discovery in Surgical Video. - Guiqiu Liao; Matjaz Jogan; Marcel Hussing; Kenta Nakahashi; Kazuhiro Yasufuku; Amin Madani; Eric Eaton; Daniel A. Hashimoto (CoRR, 2025)

Intersectional Fairness in Reinforcement Learning with Large State and Constraint Spaces. - Eric Eaton; Marcel Hussing; Michael Kearns; Aaron Roth 001; Sikata Bela Sengupta; Jessica Sorrell (CoRR, 2025)

Future Slot Prediction for Unsupervised Object Discovery in Surgical Video. - Guiqiu Liao; Matjaz Jogan; Marcel Hussing; Edward Zhang; Eric Eaton; Daniel A. Hashimoto (CoRR, 2025)

Relative Entropy Pathwise Policy Optimization. - Claas Voelcker; Axel Brunnbauer; Marcel Hussing; Michal Nauman; Pieter Abbeel; Eric Eaton; Radu Grosu; Amir-massoud Farahmand; Igor Gilitschenski (CoRR, 2025)