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researcher

Alexander Shmakov

14 papers hereh-index 13720 citations41 works total

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

author position
  • first author2
  • middle author9

Across the 11 of 14 papers where every author was matched, so the position is known.

fields
  • hep-ex7
  • cs.AI2
  • cs.LG2
  • hep-ph2
  • cs.MA1
same name
  • Alexander Shmakov — 2 papers
  • Alexander Shmakov — 1 paper

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
20182025
most citedRxn Hypergraph: a Hypergraph Attention Model for Chemical Reaction Representation

7 citations · 12 across the 6 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2024★ 1 cited

Function Approximation for Reinforcement Learning Controller for Energy from Spread Waves

Soumyendu Sarkar, Vineet Gundecha, Sahand Ghorbanpour +5

The industrial multi-generator Wave Energy Converters (WEC) must handle multiple simultaneous waves coming from different directions called spread waves. These complex devices in c…

cs.AI2018

Solving the Rubik's Cube Without Human Knowledge

Stephen McAleer, Forest Agostinelli, Alexander Shmakov +1

A generally intelligent agent must be able to teach itself how to solve problems in complex domains with minimal human supervision. Recently, deep reinforcement learning algorithms…

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