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researcher

Erdem Biyik

69 papers hereh-index 243.1k citations78 works total

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

author position
  • sole author1
  • first author16
  • middle author35
  • last author15

Across the 67 of 69 papers where every author was matched, so the position is known.

fields
  • cs.RO34
  • cs.LG15
  • cs.AI6
  • cs.MA3
  • math.OC3
  • cs.HC2

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedOpen Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback

95 citations · 378 across the 58 of their papers we have counts for

collaborators
Showing math.OCShow all

3 papers · 1 filter

math.OC2019

Learning How to Dynamically Route Autonomous Vehicles on Shared Roads

Daniel A. Lazar, Erdem Bıyık, Dorsa Sadigh +1

Road congestion induces significant costs across the world, and road network disturbances, such as traffic accidents, can cause highly congested traffic patterns. If a planner had…

math.OC2019★ 26 cited

The Green Choice: Learning and Influencing Human Decisions on Shared Roads

Erdem Bıyık, Daniel A. Lazar, Dorsa Sadigh +1

Autonomous vehicles have the potential to increase the capacity of roads via platooning, even when human drivers and autonomous vehicles share roads. However, when users of a road…

math.OC2018

Altruistic Autonomy: Beating Congestion on Shared Roads

Erdem Bıyık, Daniel Lazar, Ramtin Pedarsani +1

Traffic congestion has large economic and social costs. The introduction of autonomous vehicles can potentially reduce this congestion, both by increasing network throughput and by…

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