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Vitchyr H Pong

2 papers · 2021–2022 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze

Venues

ICML (2)

Top co-authors

Sergey Levine (2) Ashwin Reddy (1) Abhishek Gupta (1) Catherine Huang (1) Laura M Smith (1) Kevin Li (1) Aurick Zhou (1) Ashvin V Nair (1) Justin Yu (1)

Research topics

Artificial Intelligence (2) Reinforcement Learning (2) Learning Paradigms (2) Methods (2) Deep Learning (1) Bayesian & Probabilistic (1) Learning Types (1)

Keywords

unsupervised learning (1) reinforcement learning (1) multi-task learning (1) offline reinforcement learning (1) uncertainty quantification (1) self-supervised learning (1) distribution shift (1) reward learning (1) normalized maximum likelihood (1) meta-reinforcement learning (1) offline meta-reinforcement learning (1) unsupervised online data (1)

Papers

Offline Meta-Reinforcement Learning with Online Self-Supervision ICML 2022 MURAL: Meta-Learning Uncertainty-Aware Rewards for Outcome-Driven Reinforcement Learning ICML 2021