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 2007Show all

2 papers · 1 filter

cs.IT2007★ 5 cited

Universal Reinforcement Learning

Vivek F. Farias, Ciamac C. Moallemi, Tsachy Weissman +1

We consider an agent interacting with an unmodeled environment. At each time, the agent makes an observation, takes an action, and incurs a cost. Its actions can influence future o…

math.OC2007★ 23 cited

Convergence of the Min-Sum Algorithm for Convex Optimization

Ciamac C. Moallemi, Benjamin Van Roy

We establish that the min-sum message-passing algorithm and its asynchronous variants converge for a large class of unconstrained convex optimization problems.