Cover Image for Paper Club #6 (Robot Learning Collective)
Cover Image for Paper Club #6 (Robot Learning Collective)
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Paper Club #6 (Robot Learning Collective)

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Imitation Learning for Robotics 101

Hey robot friends,

This time we are taking a break from the latest research and going back to basics. Anjana and I will walk through our dead simple implementation of a transformer-based flow-matching DiT policy.

With a bit of luck, we will also do something interactive and train a model live together.

The idea is to connect the high-level concepts we have been discussing with what they actually look like in code. So next time we dive into large cutting-edge models, the components should feel less abstract and easier to connect to things we already know.

Original paper: https://dit-policy.github.io

Location
12 Macklin St
London WC2B 5NF, UK
Encord office, glass door, press buzz.
Avatar for Robot Learning Collective
Hosted By
58 Went