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Shixiang Gu | Researchclopedia

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Shixiang Gu

The University of Tokyo

94

Works

11,369

Citations

34

h-index

53

i10-index

Research Topics

Reinforcement Learning in Robotics Adversarial Robustness in Machine Learning Robot Manipulation and Learning

Affiliations

Google (United States)2016–2023

Max Planck Society2014–2018

University of Cambridge2015–2021

Max Planck Innovation2014–2018

Saudi Heart Association2022–2022

Top Works

Categorical Reparameterization with Gumbel-Softmax

Eric Jang,Shixiang Gu,et al.

20163,222 citations

Multimodal Machine Learning Applications

Deep reinforcement learning for robotic manipulation with asynchronous off-policy updates

Shixiang Gu,Ethan Holly,et al.

20171,440 citations

Scaling Instruction-Finetuned Language Models

Hyung Won Chung,Le Hou,et al.

20221,182 citations

Large Language Models are Zero-Shot Reasoners

Takeshi Kojima,Shixiang Gu,et al.

20221,101 citations

Towards Deep Neural Network Architectures Robust to Adversarial Examples

Shixiang Gu,Luca Rigazio

2014632 citations

Continuous Deep Q-Learning with Model-based Acceleration

Shixiang Gu,Timothy Lillicrap,et al.

2016336 citations

Data-Efficient Hierarchical Reinforcement Learning

Ofir Nachum,Shixiang Gu,et al.

2018265 citations

Categorical Reparameterization with Gumbel-Softmax

Eric Jang,Shixiang Gu,et al.

2016217 citations

Large Language Models Can Self-Improve

Jiaxin Huang,Shixiang Gu,et al.

2023176 citations