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researcher

Alex Nikulkov

6 papers hereh-index 662 citations10 works total

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

author position
  • sole author1
  • middle author5

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.IR2

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedPearl: A Production-ready Reinforcement Learning Agent

2 citations · 3 across the 6 of their papers we have counts for

collaborators
Showing cs.IRShow all

2 papers · 1 filter

cs.IR2023

Optimizing Long-term Value for Auction-Based Recommender Systems via On-Policy Reinforcement Learning

Ruiyang Xu, Jalaj Bhandari, Dmytro Korenkevych +4

Auction-based recommender systems are prevalent in online advertising platforms, but they are typically optimized to allocate recommendation slots based on immediate expected retur…

cs.IR2023★ 1 cited

Evaluating Online Bandit Exploration In Large-Scale Recommender System

Hongbo Guo, Ruben Naeff, Alex Nikulkov +1

Bandit learning has been an increasingly popular design choice for recommender system. Despite the strong interest in bandit learning from the community, there remains multiple bot…

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