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researcher

Johann Marius Zöllner

20 papers hereh-index 334.8k citations250 works total

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

author position
  • middle author1
  • last author19

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.CV9
  • cs.LG3
  • cs.RO3
  • cs.AI2
  • cs.MA1
  • cs.SE1

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedAdaptive Behavior Generation for Autonomous Driving using Deep Reinforcement Learning with Compact Semantic States

60 citations · 268 across the 18 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2018★ 21 cited

Decentralized Cooperative Planning for Automated Vehicles with Continuous Monte Carlo Tree Search

Karl Kurzer, Florian Engelhorn, J. Marius Zöllner

Urban traffic scenarios often require a high degree of cooperation between traffic participants to ensure safety and efficiency. Observing the behavior of others, humans infer whet…

cs.AI2018★ 51 cited

Decentralized Cooperative Planning for Automated Vehicles with Hierarchical Monte Carlo Tree Search

Karl Kurzer, Chenyang Zhou, J. Marius Zöllner

Today's automated vehicles lack the ability to cooperate implicitly with others. This work presents a Monte Carlo Tree Search (MCTS) based approach for decentralized cooperative pl…

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