Hubert Soyer
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Natural Language Processing Techniques, Topic Modeling, Robotic Path Planning Algorithms, Multimodal Machine Learning Applications
Most-Cited Works
- → Progressive Neural Networks(2016)1,136 cited
- → Vector-based navigation using grid-like representations in artificial agents(2018)717 cited
- → IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures(2018)611 cited
- → Prefrontal cortex as a meta-reinforcement learning system(2018)586 cited
- → Learning to reinforcement learn(2016)379 cited
- → Learning to Navigate in Complex Environments(2016)366 cited
- → Multi-Task Deep Reinforcement Learning with PopArt(2019)202 cited
- → Grounded Language Learning in a Simulated 3D World(2017)153 cited
- → Image Super-Resolution with Fast Approximate Convolutional Sparse Coding(2014)67 cited