Concepedia

Ashvin Nair

AN

Statistics

Publications

15

Citations

1.3K

H-Index

14

Active since

2016

Affiliations

University of California, Berkeley(Current)

Siemens (Germany)

Machine Intelligence Research Institute

Ashvin Nair is an author at University of California, Berkeley specializing in engineering, robot learning, and artificial intelligence.

Top concepts

EngineeringRobot LearningMachine LearningArtificial IntelligenceComputer ScienceRoboticsAutonomous LearningCognitive ScienceAutomationComputer Vision

Publications per year

2016–2024

15

Publications

15

Learning to poke by poking: experiential learning of intuitive physics

Pulkit Agrawal, Ashvin Nair, Pieter Abbeel et al. · Neural Information Processing Systems · 2016 · 277 citations

Geometric Learning, Engineering, Machine Learning +18

Visual Reinforcement Learning with Imagined Goals

Ashvin Nair, Vitchyr H. Pong, Murtaza Dalal et al. · arXiv (Cornell University) · 2018 · 180 citations · Full text

Artificial Intelligence, Cognitive Science, Engineering +13

Visual Reinforcement Learning with Imagined Goals

Ashvin Nair, Vitchyr H. Pong, Murtaza Dalal et al. · arXiv (Cornell University) · 2018 · 177 citations · Full text

Artificial Intelligence, Cognitive Science, Engineering +13

Learning to Poke by Poking: Experiential Learning of Intuitive Physics

Pulkit Agrawal, Ashvin Nair, Pieter Abbeel et al. · arXiv (Cornell University) · 2016 · 130 citations · Full text

Geometric Learning, Engineering, Machine Learning +18

Offline Reinforcement Learning with Implicit Q-Learning

Ilya Kostrikov, Ashvin Nair, Sergey Levine · arXiv (Cornell University) · 2021 · 129 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +12

1–5 of 15