Xinyun Zou

Orcid: 0000-0002-5387-6562

According to our database¹, Xinyun Zou authored at least 16 papers between 2017 and 2023.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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Bibliography

2023

Achieving efficient interpretability of reinforcement learning via policy distillation and selective input gradient regularization.

[BibT_eX]

[DOI]

Neural Networks, April, 2023

2022

Biological underpinnings for lifelong learning machines.

[BibT_eX]

[DOI]

Nat. Mach. Intell., 2022

Policy Distillation with Selective Input Gradient Regularization for Efficient Interpretability.

[BibT_eX]

[DOI]

CoRR, 2022

Adapting to Environment Changes Through Neuromodulation of Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the From Animals to Animats 16, 2022

2021

Neurorobotic Investigation of Biologically Plausible Neural Networks.

[BibT_eX]

[DOI]

Xinyun Zou

PhD thesis, 2021

Differential Spatial Representations in Hippocampal CA1 and Subiculum Emerge in Evolved Spiking Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Neuroevolution of a recurrent neural network for spatial and working memory in a simulated robotic environment.

[BibT_eX]

[DOI]

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Neuromodulated attention and goal-driven perception in uncertain domains.

[BibT_eX]

[DOI]

Neural Networks, 2020

Neurorobots as a Means Toward Neuroethology and Explainable AI.

[BibT_eX]

[DOI]

Kenneth Michael Stewart

Jinwei Xing

Xinyun Zou

Frontiers Neurorobotics, 2020

Terrain Classification with a Reservoir-Based Network of Spiking Neurons.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Neuromodulated Patience for Robot and Self-Driving Vehicle Navigation.

[BibT_eX]

[DOI]

Jinwei Xing

Xinyun Zou

Jeffrey L. Krichmar

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Attention-Based Structural-Plasticity.

[BibT_eX]

[DOI]

CoRR, 2019

Neuromodulated Goal-Driven Perception in Uncertain Domains.

[BibT_eX]

[DOI]

CoRR, 2019

Advantage of prediction and mental imagery for goal-directed behaviour in agents and robots.

[BibT_eX]

[DOI]

Cogn. Comput. Syst., 2019

2017

A complete neuromorphic solution to outdoor navigation and path planning.

[BibT_eX]

[DOI]

Tiffany Hwu

Jeffrey L. Krichmar

Xinyun Zou

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Xinyun Zou

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