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Dongqi Han
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Variational Recurrent Models for Solving Partially Observable Control Tasks
D Han, K Doya, J Tani
arXiv preprint arXiv:1912.10703, 2019
672019
Self-organization of action hierarchy and compositionality by reinforcement learning with recurrent neural networks
D Han, K Doya, J Tani
Neural Networks 129, 149-162, 2020
212020
Goal-Directed Planning by Reinforcement Learning and Active Inference
D Han, K Doya, J Tani
arXiv preprint arXiv:2106.09938, 2021
82021
Variational oracle guiding for reinforcement learning
D Han, T Kozuno, X Luo, ZY Chen, K Doya, Y Yang, D Li
International Conference on Learning Representations (ICLR 2022), 2022
52022
Lamina-specific neuronal properties promote robust, stable signal propagation in feedforward networks
D Han, E De Schutter, S Hong
Advances in Neural Information Processing Systems 33, 2020
42020
In situ relative self-dependent calibration of electron cyclotron emission imaging via shape matching
D Han, J Xie, A Hussain, B Gao, C Qu, W Liao, X Xu, F Gao, H Li, T Lan, ...
Review of Scientific Instruments 89 (10), 2018
42018
Gap-Increasing Policy Evaluation for Efficient and Noise-Tolerant Reinforcement Learning
T Kozuno, D Han, K Doya
arXiv preprint arXiv:1906.07586, 2019
32019
Toward Open-ended Embodied Tasks Solving
W Wang, D Han, X Luo, Y Shen, C Ling, B Wang, D Li
Second Agent Learning in Open-Endedness Workshop, NeurIPS, 2023
12023
AdaMedGraph: Adaboosting Graph Neural Networks for Personalized Medicine
J Lian, X Luo, C Shan, D Han, V Vardhanabhuti, D Li
arXiv preprint arXiv:2311.14304, 2023
2023
Addressing Signal Delay in Deep Reinforcement Learning
W Wang, D Han, X Luo, D Li
The Twelfth International Conference on Learning Representations, 2023
2023
Energy-Efficient Visual Search by Eye Movement and Low-Latency Spiking Neural Network
Y Zhou, D Han, Y Yu
arXiv preprint arXiv:2310.06578, 2023
2023
CircuitNet: a generic neural network to realize universal circuit motif modeling
Y Wang, X Jiang, K Ren, C Shan, X Luo, D Han, K Song, Y Shen, D Li
International Conference on Machine Learning, 35817-35835, 2023
2023
Habits and goals in synergy: a variational Bayesian framework for behavior
D Han, K Doya, D Li, J Tani
arXiv preprint arXiv:2304.05008, 2023
2023
Learning Memory-Dependent Continuous Control from Demonstrations
S Hou, D Han, J Tani
arXiv preprint arXiv:2102.09208, 2021
2021
Improving exploration in reinforcement learning with temporally correlated stochasticity
D Han
The Proceedings of the 28th Annual Conference of the Japanese Neural Network …, 2018
2018
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