متابعة
Claas Voelcker
Claas Voelcker
PhD student at University of Toronto
بريد إلكتروني تم التحقق منه على cs.toronto.edu
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Structured object-aware physics prediction for video modeling and planning‏
J Kossen, K Stelzner, M Hussing, C Voelcker, K Kersting‏
International Conference on Learning Representations 2020, 2020‏
722020
Value Gradient weighted Model-Based Reinforcement Learning‏
C Voelcker, V Liao, A Garg, A Farahmand‏
International Conference on Learning Representations 2022, 2022‏
332022
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
282023
Dissecting Deep RL with High Update Ratios: Combatting Value Overestimation and Divergence‏
M Hussing, C Voelcker, I Gilitschenski, A Farahmand, E Eaton‏
Reinforcement Learning Conference 2024, 2024‏
72024
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
Can we hop in general? A discussion of benchmark selection and design using the Hopper environment‏
CA Voelcker, M Hussing, E Eaton‏
arXiv preprint arXiv:2410.08870, 2024‏
12024
When does Self-Prediction help? Understanding Auxiliary Tasks in Reinforcement Learning‏
C Voelcker, T Kastner, I Gilitschenski, A Farahmand‏
Reinforcement Learning Conference 2024, 2024‏
12024
-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
Temporal-Difference Learning Using Distributed Error Signals‏
J Guan, SE Verch, C Voelcker, EC Jackson, N Papernot, WA Cunningham‏
arXiv preprint arXiv:2411.03604, 2024‏
2024
MAD-TD: Model-Augmented Data stabilizes High Update Ratio RL‏
CA Voelcker, M Hussing, E Eaton, A Farahmand, I Gilitschenski‏
arXiv preprint arXiv:2410.08896, 2024‏
2024
Local-Forward: Towards Biological Plausibility in Deep Reinforcement Learning‏
J Guan, SE Verch, CA Voelcker, EC Jackson, N Papernot, ...‏
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مقالات 1–12