Author

Akash Karthikeyan

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#machine learning Preprint Sep 2026

From Static Policies to Adaptive Priors in Offline Reinforcement Learning

This position paper argues that, in such settings, the objective of offline RL should extend beyond immediate deployment and instead prioritize learning adaptive policy priors: policies that preserve the capacity to improve during subsequent interaction through memory, exploration, and self-correction.

Tian-Wei Ni, Vineet Jain, Akash Karthikeyan et al. · 1 citation