Deep Learning Study Group
Details
Deep learning is evolving quickly. Important new developments are appearing daily. This group attempts to keep up by reading and discussing current deep learning literature. This meetup uses discussion among the participants to speed understanding of current research results. That requires that some participants read the paper before attending. Anyone is welcome to attend and listen without reading the paper. If nobody reads the paper the meeting will be short.
Paper for Dec. 16, 2025:
1000 Layer Networks for Self-Supervised RL: Scaling Depth Can Enable New Goal-Reaching Capabilities
https://arxiv.org/abs/2503.14858
Additional background - Project site:
https://wang-kevin3290.github.io/scaling-crl/
Code:
https://github.com/wang-kevin3290/scaling-crl
Papers that we're reading, code that participants generate and other random stuff can be found at github site for the group.
https://github.com/davidmacmillan/DeepLearningStudyGroup
