Concepedia

Vitchyr H. Pong

VH

11

Publications

989

Citations

11

H-Index

2016

Active since

Affiliations

University of California, Berkeley(Current)

Max Planck Institute for Intelligent Systems

Max Planck Society

Vitchyr H. Pong is an author at University of California, Berkeley specializing in computer science, engineering, and robot learning.

Top concepts

EngineeringRobot LearningComputer ScienceArtificial IntelligenceMachine LearningRoboticsIntelligent SystemsSystems EngineeringAutomationDeep Learning

Publications per year

2016–2019

11

Publications

11

Uncertainty-Aware Reinforcement Learning for Collision Avoidance

Gregory Kahn, Adam Villaflor, Vitchyr H. Pong et al. · arXiv (Cornell University) · 2017 · 226 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

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

Temporal Difference Models: Model-Free Deep RL for Model-Based Control

Vitchyr H. Pong, Shixiang Gu, Murtaza Dalal et al. · MPG.PuRe (Max Planck Society) · 2018 · 127 citations

Artificial Intelligence, Engineering, Machine Learning +16

Skew-Fit: State-Covering Self-Supervised Reinforcement Learning

Vitchyr H. Pong, Murtaza Dalal, Steven Lin et al. · arXiv (Cornell University) · 2019 · 66 citations · Full text

Artificial Intelligence, Goal Distribution, Reward Hacking +14

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