Kate Baumli
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Machine Learning and Algorithms, Data Stream Mining Techniques
Most-Cited Works
- → Human-Timescale Adaptation in an Open-Ended Task Space(2023)22 cited
- → Relative Variational Intrinsic Control(2021)9 cited
- → Training Language Models to Self-Correct via Reinforcement Learning(2024)6 cited
- → Learning more skills through optimistic exploration(2021)4 cited
- → Vision-Language Models as a Source of Rewards(2023)3 cited
- → Discovering Policies with DOMiNO: Diversity Optimization Maintaining Near Optimality(2022)2 cited
- → Self-Consistent Models and Values(2021)
- Entropic Desired Dynamics for Intrinsic Control(2021)