Tom Le Paine

Publications by Year

Research Areas

Reinforcement Learning in Robotics, Advanced Neural Network Applications, Emotion and Mood Recognition, Human Pose and Action Recognition, Domain Adaptation and Few-Shot Learning

Most-Cited Works

• → Grandmaster level in StarCraft II using multi-agent reinforcement learning(2019)3,358 cited
• → Do Deep Neural Networks Learn Facial Action Units When Doing Expression Recognition?(2015)265 cited
• → Seq-NMS for Video Object Detection(2016)154 cited
• → How deep neural networks can improve emotion recognition on video data(2016)104 cited
• Hyperparameter Selection for Offline Reinforcement Learning.(2020)
• Making Efficient Use of Demonstrations to Solve Hard Exploration Problems(2019)
• An Analysis of Unsupervised Pre-training in Light of Recent Advances(2014)
• Fast Wavenet Generation Algorithm.(2016)
• RL Unplugged: Benchmarks for Offline Reinforcement Learning.(2020)
• → Improving the Gating Mechanism of Recurrent Neural Networks(2019)30 cited