1. J Rothfuss, B. Sukhija, L. Treven, F. Dörfler, S. Coros, and A. Krause. Bridging the Sim-to-Real Gap with Bayesian Inference. In , 2024. Note: To appear. Available at https://arxiv.org/abs/2403.16644. Keyword(s): Data-Driven Control. [bibtex-entry]



2. B. Sukhija, L. Treven, F. Dörfler, and A. Krause. NEORL: Efficient Exploration for Nonepisodic RL. In NeurIPS, 2024. Note: To appear. Available at https://arxiv.org/abs/2406.01175. Keyword(s): Data-Driven Control. [bibtex-entry]



3. L. Treven, B. Sukhija, Y. As, F. Dörfler, and A. Krause. When to Sense and Control? A Time-adaptive Approach for Continuous-Time RL. In NeurIPS, 2024. Note: To appear. Available at https://arxiv.org/abs/2406.01163. Keyword(s): Data-Driven Control. [bibtex-entry]



4. L. Treven, B. Sukhija, J. Hübotter, F. Dörfler, and A. Krause. Efficient Exploration in Continuous-time Model-based Reinforcement Learning. In NeurIPS, volume 36, 2023. Keyword(s): System Identification, Data-Driven Control, Optimal Transport. [bibtex-entry]

1. J Rothfuss, B. Sukhija, L. Treven, F. Dörfler, S. Coros, and A. Krause. Bridging the Sim-to-Real Gap with Bayesian Inference, 2024. Note: Available at https://arxiv.org/abs/2403.16644. Keyword(s): Data-Driven Control. [bibtex-entry]



2. B. Sukhija, L. Treven, F. Dörfler, and A. Krause. NEORL: Efficient Exploration for Nonepisodic RL, 2024. Keyword(s): Data-Driven Control. [bibtex-entry]



3. L. Treven, B. Sukhija, Y. As, F. Dörfler, and A. Krause. When to Sense and Control? A Time-adaptive Approach for Continuous-Time RL, 2024. Keyword(s): Data-Driven Control. [bibtex-entry]



4. L. Treven, B. Sukhija, J. Hübotter, F. Dörfler, and A. Krause. Efficient Exploration in Continuous-time Model-based Reinforcement Learning, 2023. Note: Available at https://arxiv.org/abs/2310.19848. Keyword(s): System Identification, Data-Driven Control, Optimal Transport. [bibtex-entry]

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