Xinyang Geng
University of California, Berkeley(US)
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Machine Learning and Data Classification, Robot Manipulation and Learning, Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications
Most-Cited Works
- → Real-time user-guided image colorization with learned deep priors(2017)554 cited
- Automatic Goal Generation for Reinforcement Learning Agents(2018)
- → Deep reinforcement learning for tensegrity robot locomotion(2017)92 cited
- → Sequential Modeling Enables Scalable Learning for Large Vision Models(2024)73 cited
- → The False Promise of Imitating Proprietary LLMs(2023)50 cited
- → Multistage Cable Routing Through Hierarchical Imitation Learning(2024)43 cited
- → Rewriting History with Inverse RL: Hindsight Inference for Policy Improvement(2020)30 cited
- → Multimodal Masked Autoencoders Learn Transferable Representations(2022)29 cited