On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

Trend · papers per month

count % of corpus

2 results for “logit-matching”

Optimistic Actor-Critic with Parametric Policies for Linear Markov Decision Processescs.LG

Optimistic actor-critic tackles linear MDPs with parametric policies.

problem Theoretical limitations of existing actor-critic methods for linear MDPs.

method Proposes an optimistic actor-critic framework with parametric log-linear policies and approximate Thompson sampling.

result Achieves state-of-the-art sample complexity in both on-policy and off-policy settings.

actor-critic linear MDPs parametric policies logit-matching Thompson sampling

2026-03-30abs ↗pdf ↗

Few-Shot Self Reminder to Overcome Catastrophic Forgettingcs.LG

Deep neural networks are known to suffer the catastrophic forgetting problem, where they tend to forget the knowledge from the previous tasks when sequentially learning new tasks. Such failure hinders the application of deep learning based vision system in continual learning settings. In this work, we present a simple …

2018-12-03abs ↗pdf ↗