Leslie Pack Kaelbling is an accomplished American roboticist known for her groundbreaking work in applying reinforcement learning to robotics and developing programming tools for robot navigation. She is the Panasonic Professor of Computer Science and Engineering at the Massachusetts Institute of Technology. Kaelbling received her Ph.D. in Computer Science from Stanford University in 1990 and joined the faculty at Brown University before moving to MIT in 1999.
Her research focuses on decision-making under uncertainty, machine learning, and sensing with robotics applications. In 2000, she co-founded the Journal of Machine Learning Research, a peer-reviewed open-access journal, in response to the publishing policy of the Kluwer-owned Machine Learning journal. Kaelbling was awarded the IJCAI Computers and Thought Award in 1997 and was elected as a Fellow of the Association for the Advancement of Artificial Intelligence in 2000.
Leslie Kaelbling has been actively tweeting about various topics in the field of AI. They have shared updates and announcements related to conferences and workshops, such as the Robotics: Science and Systems (RSS) conference and the Workshop on Learning Effective Abstractions for Planning (LEAP). They have also highlighted specific works from their group, including papers accepted at CoRL2023.
One trend that Leslie Kaelbling is discussing is the combination of Bilevel Planning with learning techniques to enable new robot capabilities. They have mentioned recent works in their group that focus on this topic, emphasizing how it can enhance Task and Motion Planning.
Another trend Leslie Kaelbling is interested in is lifelong learning for robotics. They have shared a blog post by their postdoc Jorge Mendez, which explores the uniqueness and opportunities in lifelong learning for robots.
In terms of sentiment analysis, based on the provided tweets alone, it is difficult to determine Leslie Kaelbling's overall sentiment towards AI. The tweets mostly consist of updates, announcements, sharing research works from their group, and promoting events. There are no explicit expressions of positive or negative opinions regarding the direction of AI.
Note: This response assumes that Leslie Kaelbling is an active Twitter user without considering any potential inactivity periods.
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