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Ajay Sridhar
Robotics PhD student and co-author of the MEMER paper, working on memory and robot control to scale long-horizon reasoning using experience retrieval and hierarchical policies.
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Dec 17, 2025
• 51min
Ep#54: MemER: Scaling Up Memory for Robot Control via Experience Retrieval
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Ajay Sridhar, a Robotics PhD student, and Jenny Pan, a visiting researcher, dive into MemER's groundbreaking work on robot memory. They discuss how robots can enhance decision-making by selecting crucial keyframes, improving long-horizon task execution like object search. Jenny explains the innovative training methods for keyframe selection, while Ajay shares insights into robust retry behaviors and the challenges of memory management in dynamic environments. Their vision includes transferable memories across robots, enhancing collaboration in robotic tasks.
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