3 papers
cs.LG2026
A Good Self-Teacher Meets the Student Where They Are: Joint On-Policy Learning and Teaching
Randy Ardywibowo, Arnav Dalal, Jiantao Jiao
Reinforcement Learning (RL) from outcome rewards suffers from sparse supervision, particularly on difficult, long-horizon tasks where successful trajectories are rare and costly to…
math.AG2026
Geometric singularities of regular surfaces with nef anti-canonical divisors over imperfect fields
Chongning Wang, Lei Zhang
Let be a regular projective surface over a field of characteristic , with and nef. We prove that is geometrically integral over …
math.AG2024
Irregular threefolds with numerically trivial canonical divisor
Jingshan Chen, Chongning Wang, Lei Zhang
In this paper, we classify irregular threefolds with numerically trivial canonical divisors in positive characteristic. For such a variety, if its Albanese dimension is not maximal…