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Kenji Doya
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Publications
- 2023
- [i15]Dongqi Han, Kenji Doya, Dongsheng Li, Jun Tani:
Habits and goals in synergy: a variational Bayesian framework for behavior. CoRR abs/2304.05008 (2023) - 2022
- [c61]Dongqi Han, Tadashi Kozuno, Xufang Luo, Zhao-Yun Chen, Kenji Doya, Yuqing Yang, Dongsheng Li:
Variational oracle guiding for reinforcement learning. ICLR 2022 - 2021
- [i12]Dongqi Han, Kenji Doya, Jun Tani:
Goal-Directed Planning by Reinforcement Learning and Active Inference. CoRR abs/2106.09938 (2021) - 2020
- [j72]Dongqi Han, Kenji Doya, Jun Tani:
Self-organization of action hierarchy and compositionality by reinforcement learning with recurrent neural networks. Neural Networks 129: 149-162 (2020) - [c57]Dongqi Han, Kenji Doya, Jun Tani:
Variational Recurrent Models for Solving Partially Observable Control Tasks. ICLR 2020 - 2019
- [i10]Dongqi Han, Kenji Doya, Jun Tani:
Emergence of Hierarchy via Reinforcement Learning Using a Multiple Timescale Stochastic RNN. CoRR abs/1901.10113 (2019) - [i8]Tadashi Kozuno, Dongqi Han, Kenji Doya:
Gap-Increasing Policy Evaluation for Efficient and Noise-Tolerant Reinforcement Learning. CoRR abs/1906.07586 (2019) - [i6]Dongqi Han, Kenji Doya, Jun Tani:
Variational Recurrent Models for Solving Partially Observable Control Tasks. CoRR abs/1912.10703 (2019)
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