Shaobo Hou
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Multimodal Machine Learning Applications, Evolutionary Algorithms and Applications, Explainable Artificial Intelligence (XAI), Machine Learning and Algorithms
Most-Cited Works
- → Underspecification Presents Challenges for Credibility in Modern Machine Learning(2020)430 cited
- → Fast reinforcement learning with generalized policy updates(2020)80 cited
- → Real-time Body Tracking Using a Gaussian Process Latent Variable Model(2007)71 cited
- → The Option Keyboard: Combining Skills in Reinforcement Learning(2019)38 cited
- → Visual speech synthesis by modelling coarticulation dynamics using a non-parametric switching state-space model(2010)19 cited
- → Best of both worlds: local and global explanations with human-understandable concepts(2021)14 cited
- → Robust estimation of gaussian mixtures from noisy input data(2008)8 cited
- → Diversifying AI: Towards Creative Chess with AlphaZero(2023)4 cited
- Knowledge Representation for Reinforcement Learning using General Value Functions(2018)
- Transferring Task Goals via Hierarchical Reinforcement Learning(2018)