2 papers
cs.AI2026
ReTerm: Recovery Training for Self-Improving Terminal Agents
Wei Xie, Kaituo Feng, Shiming Fu +3
Terminal agents have shown strong abilities in complex coding tasks. However, they often struggle to recover from errors during long-running execution (e.g., command errors, faulty…
cs.LG2026
Learning the identity: a case study of how SGD selects among functional decompositions
Andy Arditi, Weian Xie, David Bau +1
One might think that learning the identity function with a deep linear residual network is trivial - the path along residual connections already implements the identity, and so the…