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Claas Voelcker
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Structured object-aware physics prediction for video modeling and planning
J Kossen, K Stelzner, M Hussing, C Voelcker, K Kersting
arXiv preprint arXiv:1910.02425, 2019
642019
Value Gradient weighted Model-Based Reinforcement Learning
C Voelcker, V Liao, A Garg, A Farahmand
International Conference on Learning Representations, 2022
242022
Queer in AI: a case study in community-led participatory AI
OO Queerinai, A Ovalle, A Subramonian, A Singh, C Voelcker, ...
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023
162023
VIPer: Iterative Value-Aware Model Learning on the Value Improvement Path
R Abachi, CA Voelcker, A Garg, A Farahmand
Decision Awareness in Reinforcement Learning Workshop at ICML 2022, 2022
32022
DeepNotebooks: Deep Probabilistic Models Construct Python Notebooks for Reporting Datasets
C Voelcker, A Molina, J Neumann, D Westermann, K Kersting
ECMLPKDD Workshop on Automating Data Science, 2019
32019
-AC: Learning latent decision-aware models for reinforcement learning in continuous state-spaces
CA Voelcker, A Ahmadian, R Abachi, I Gilitschenski, A Farahmand
arXiv preprint arXiv:2306.17366, 2023
12023
Dissecting Deep RL with High Update Ratios: Combatting Value Overestimation and Divergence
M Hussing, C Voelcker, I Gilitschenski, A Farahmand, E Eaton
arXiv preprint arXiv:2403.05996, 2024
2024
Local-Forward: Towards Biological Plausibility in Deep Reinforcement Learning
J Guan, SE Verch, CA Voelcker, EC Jackson, N Papernot, ...
2023
Queer In AI: A Case Study in Community-Led Participatory AI
OOFQIN AI, A OVALLE, A SUBRAMONIAN, A SINGH, C VOELCKER, ...
arXiv preprint arXiv:2303.16972, 2023
2023
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