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.AIShow all

2 papers · 1 filter

cs.AI2018★ 3 cited

Coordinated Exploration in Concurrent Reinforcement Learning

Maria Dimakopoulou, Benjamin Van Roy

We consider a team of reinforcement learning agents that concurrently learn to operate in a common environment. We identify three properties - adaptivity, commitment, and diversity…

cs.AI2013★ 2 cited

A Tractable POMDP for a Class of Sequencing Problems

Paat Rusmevichientong, Benjamin van Roy

We consider a partially observable Markov decision problem (POMDP) that models a class of sequencing problems. Although POMDPs are typically intractable, our formulation admits tra…