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researcher

Myungjae Shin

7 papers hereh-index 11875 citations19 works total

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

author position
  • first author5
  • middle author2

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.RO3
  • cs.LG2
  • cs.GT1
  • eess.SY1

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedCooperative Multi-Agent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control

249 citations · 440 across the 7 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.RO2021

Parallelized and Randomized Adversarial Imitation Learning for Safety-Critical Self-Driving Vehicles

Won Joon Yun, MyungJae Shin, Soyi Jung +2

Self-driving cars and autonomous driving research has been receiving considerable attention as major promising prospects in modern artificial intelligence applications. According t…

cs.RO2021★ 3 cited

Adversarial Imitation Learning via Random Search in Lane Change Decision-Making

Myungjae Shin, Joongheon Kim

As the advanced driver assistance system (ADAS) functions become more sophisticated, the strategies that properly coordinate interaction and communication among the ADAS functions…

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