Turvallinen vahvistusoppiminen epästationaarisissa ympäristöissä nopealla sopeutumisella ja häiriöennustuksella

Pajarinen, Joni (Principal investigator)
Kostin, Nikita (Project Member)

Department of Electrical Engineering and Automation

Short title	Safe
Acronym	Safe
Status	Active
Effective start/end date	01/01/2022 → 31/12/2024

Collaborative partners

Aalto University (lead)
Suomen Akatemia (Project partner)

2 Conference contribution

Hierarchical Imitation Learning with Vector Quantized Models
Kujanpää, K., Pajarinen, J. & Ilin, A., Jul 2023, Proceedings of the 40th International Conference on Machine Learning. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). JMLR, p. 17896-17919 24 p. (Proceedings of Machine Learning Research; vol. 202).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Open Access
File
2 Downloads (Pure)
Simplified Temporal Consistency Reinforcement Learning
Zhao, Y., Zhao, W., Boney, R., Kannala, J. & Pajarinen, J., Jul 2023, Proceedings of the 40th International Conference on Machine Learning. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). JMLR, p. 42227-42246 20 p. (Proceedings of Machine Learning Research; vol. 202).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Open Access
File
2 Downloads (Pure)