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researcher

Oleg Svidchenko

6 papers hereh-index 5133 citations7 works total

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

author position
  • first author1
  • middle author5

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

fields
  • cs.AI3
  • cs.LG3

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedFlatland Competition 2020: MAPF and MARL for Efficient Train Coordination on a Grid World

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

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.AI2021

Maximum Entropy Model-based Reinforcement Learning

Oleg Svidchenko, Aleksei Shpilman

Recent advances in reinforcement learning have demonstrated its ability to solve hard agent-environment interaction tasks on a super-human level. However, the application of reinfo…

cs.AI2021★ 6 cited

Flatland Competition 2020: MAPF and MARL for Efficient Train Coordination on a Grid World

Florian Laurent, Manuel Schneider, Christian Scheller +24

The Flatland competition aimed at finding novel approaches to solve the vehicle re-scheduling problem (VRSP). The VRSP is concerned with scheduling trips in traffic networks and th…

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