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)