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researcher

David Isele

52 papers hereh-index 171.9k citations70 works total

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

author position
  • sole author1
  • first author7
  • middle author34
  • last author9

Across the 51 of 52 papers where every author was matched, so the position is known.

fields
  • cs.RO37
  • cs.LG8
  • cs.AI6
  • eess.SY1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedLane-Change in Dense Traffic with Model Predictive Control and Neural Networks

34 citations · 94 across the 47 of their papers we have counts for

collaborators
Showing 2019 · cs.AIShow all

2 papers · 2 filters

cs.AI2019

Interaction-Aware Multi-Agent Reinforcement Learning for Mobile Agents with Individual Goals

Anahita Mohseni-Kabir, David Isele, Kikuo Fujimura

In a multi-agent setting, the optimal policy of a single agent is largely dependent on the behavior of other agents. We investigate the problem of multi-agent reinforcement learnin…

cs.AI2019

Interactive Decision Making for Autonomous Vehicles in Dense Traffic

David Isele

Dense urban traffic environments can produce situations where accurate prediction and dynamic models are insufficient for successful autonomous vehicle motion planning. We investig…

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