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researcher

Simon Vanneste

7 papers hereh-index 7171 citations25 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 7 papers where every author was matched, so the position is known.

fields
  • cs.LG7

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedSafety Aware Autonomous Path Planning Using Model Predictive Reinforcement Learning for Inland Waterways

7 citations · 23 across the 6 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.LG2021★ 2 cited

Learning to Communicate with Reinforcement Learning for an Adaptive Traffic Control System

Simon Vanneste, Gauthier de Borrekens, Stig Bosmans +5

Recent work in multi-agent reinforcement learning has investigated inter agent communication which is learned simultaneously with the action policy in order to improve the team rew…

cs.LG2021★ 5 cited

Mixed Cooperative-Competitive Communication Using Multi-Agent Reinforcement Learning

Astrid Vanneste, Wesley Van Wijnsberghe, Simon Vanneste +4

By using communication between multiple agents in multi-agent environments, one can reduce the effects of partial observability by combining one agent's observation with that of ot…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.