researcher

Benjamin Van Roy

Stanford University

76 papers hereh-index 5617.1k citations204 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position

first author1
middle author16
last author58

Across the 75 of 76 papers where every author was matched, so the position is known.

fields

cs.LG44
stat.ML18
cs.IT4
cs.AI2
cs.CL2
cs.IR2

affiliations

Stanford University

Homepage

same name

Benjamin Van Roy — 4 papers
Benjamin Van Roy — 4 papers, h 3
Benjamin Van Roy — 2 papers, h 1
Benjamin Van Roy — 2 papers, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity

20062023

most citedDeep Exploration via Bootstrapped DQN

451 citations · 1.7k across the 73 of their papers we have counts for

collaborators

Showing cs.CLShow all

2 papers · 1 filter

cs.CL2023

Shattering the Agent-Environment Interface for Fine-Tuning Inclusive Language Models

Wanqiao Xu, Shi Dong, Dilip Arumugam +1

A centerpiece of the ever-popular reinforcement learning from human feedback (RLHF) approach to fine-tuning autoregressive language models is the explicit training of a reward mode…

cs.CL2022★ 4 cited

Fine-Tuning Language Models via Epistemic Neural Networks

Ian Osband, Seyed Mohammad Asghari, Benjamin Van Roy +3

Language models often pre-train on large unsupervised text corpora, then fine-tune on additional task-specific data. However, typical fine-tuning schemes do not prioritize the exam…