Pajarinen, Joni K.

5 publications

NeurIPS 2023 Beyond Uniform Sampling: Offline Reinforcement Learning with Imbalanced Datasets Zhang-Wei Hong, Aviral Kumar, Sathwik Karnik, Abhishek Bhandwaldar, Akash Srivastava, Joni K. Pajarinen, Romain Laroche, Abhishek Gupta, Pulkit Agrawal

NeurIPS 2023 Hybrid Search for Efficient Planning with Completeness Guarantees Kalle Kujanpää, Joni K. Pajarinen, Alexander Ilin

NeurIPS 2022 Redeeming Intrinsic Rewards via Constrained Optimization Eric Chen, Zhang-Wei Hong, Joni K. Pajarinen, Pulkit Agrawal

NeurIPS 2020 Self-Paced Deep Reinforcement Learning Pascal Klink, Carlo D'Eramo, Jan R Peters, Joni K. Pajarinen

NeurIPS 2011 Periodic Finite State Controllers for Efficient POMDP and DEC-POMDP Planning Joni K. Pajarinen, Jaakko Peltonen