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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 2022Show all

4 papers · 1 filter

cs.AI2022

Assistive Teaching of Motor Control Tasks to Humans

Megha Srivastava, Erdem Biyik, Suvir Mirchandani +2

Recent works on shared autonomy and assistive-AI technologies, such as assistive robot teleoperation, seek to model and help human users with limited ability in a fixed task. Howev…

cs.RO2022

Learning Preferences for Interactive Autonomy

Erdem Bıyık

When robots enter everyday human environments, they need to understand their tasks and how they should perform those tasks. To encode these, reward functions, which specify the obj…

cs.HC2022★ 1 cited

How do people incorporate advice from artificial agents when making physical judgments?

Erik Brockbank, Haoliang Wang, Justin Yang +4

How do people build up trust with artificial agents? Here, we study a key component of interpersonal trust: people's ability to evaluate the competence of another agent across repe…

cs.LG2022

Leveraging Smooth Attention Prior for Multi-Agent Trajectory Prediction

Zhangjie Cao, Erdem Bıyık, Guy Rosman +1

Multi-agent interactions are important to model for forecasting other agents' behaviors and trajectories. At a certain time, to forecast a reasonable future trajectory, each agent…

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