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Turvallinen vahvistusoppiminen epästationaarisissa ympäristöissä nopealla sopeutumisella ja häiriöennustuksella

Project Details

AcronymSafe
StatusFinished
Effective start/end date01/01/202231/12/2024

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Explore the research topics touched on by this project. These labels are generated based on the underlying awards/grants. Together they form a unique fingerprint.
  • Bi-Level Motion Imitation for Humanoid Robots

    Zhao, W., Zhao, Y., Pajarinen, J. & Muehlebach, M., 2025, In: Proceedings of Machine Learning Research. 270, 19 p.

    Research output: Contribution to journalConference articleScientificpeer-review

    Open Access
    File
    123 Downloads (Pure)
  • Discrete Contrastive Learning for Diffusion Policies in Autonomous Driving

    Kujanpää, K., Baimukashev, D., Munir, F., Azam, S., Kucner, T. P., Pajarinen, J. & Kyrki, V., 2025, 2025 IEEE International Conference on Robotics and Automation, ICRA 2025. Ott, C., Admoni, H., Behnke, S., Bogdan, S., Bolopion, A., Choi, Y., Ficuciello, F., Gans, N., Gosselin, C., Harada, K., Kayacan, E., Kim, H. J., Leutenegger, S., Liu, Z., Maiolino, P., Marques, L., Matsubara, T., Mavromatti, A., Minor, M., O'Kane, J., Park, H. W., Park, H.-W., Rekleitis, I., Renda, F., Ricci, E., Riek, L. D., Sabattini, L., Shen, S., Sun, Y., Wieber, P.-B., Yamane, K. & Yu, J. (eds.). IEEE, p. 10592-10599 8 p. (Proceedings - IEEE International Conference on Robotics and Automation).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    Open Access
  • Entropy based blending of policies for multi-agent coexistence

    Rother, D., Herbert, F., Kalter, F., Koert, D., Pajarinen, J., Peters, J. & Weisswange, T. H., Jun 2025, In: Autonomous Agents and Multi-Agent Systems. 39, 1, 28 p., 27.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
    File
    1 Citation (Scopus)
    68 Downloads (Pure)