Kelvin Xu

PhD student

University of California, Berkeley

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I am currently a PhD student at UC Berkeley. My advisor is Prof. Sergey Levine.

Before starting at Berkeley, I worked at Google as part of the inaugural Brain Residency Program (now AI Residency).

Papers17 papers

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Continual Learning of Control Primitives: Skill Discovery via Reset-Games

Kelvin Xu, Siddharth Verma,Chelsea Finn,Sergey Levine

NeurIPS, (2020)

EIBibtex

Continual Learning of Control Primitives : Skill Discovery via Reset-Games

Kelvin Xu, Siddharth Verma,Chelsea Finn,Sergey Levine

NIPS 2020, (2020)

Bibtex

Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples

Eleni Triantafillou,Tyler Zhu,Vincent Dumoulin, Pascal Lamblin, Utku Evci,Kelvin Xu, Ross Goroshin, Carles Gelada,Kevin Swersky,Pierre-Antoine Manzagol,Hugo Larochelle

ICLR, (2020)

EIBibtex

Few-Shot Intent Inference via Meta-Inverse Reinforcement Learning

Kelvin Xu, Ellis Ratner, Eecs Anca Dragan,Sergey Levine,Chelsea Finn

international conference on machine learning, (2019)

Bibtex

Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples

Eleni Triantafillou,Tyler Zhu,Vincent Dumoulin,Pascal Lamblin,Kelvin Xu, Ross Goroshin, Carles Gelada,Kevin Swersky,Pierre-Antoine Manzagol,Hugo Larochelle

arXiv: Learning, (2019)

Cited by94EIBibtex

Learning a Prior over Intent via Meta-Inverse Reinforcement Learning

Kelvin Xu, Ellis Ratner,Anca D. Dragan,Sergey Levine,Chelsea Finn

international conference on machine learning, (2018)

Cited by21EIBibtex

Probabilistic Model-Agnostic Meta-Learning

Chelsea Finn,Kelvin Xu,Sergey Levine

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018), (2018)

Cited by139EIBibtex

Trust-PCL: An Off-Policy Trust Region Method for Continuous Control

Ofir Nachum,Mohammad Norouzi,Kelvin Xu,Dale Schuurmans

international conference on learning representations, (2018)

Cited by63EIBibtex

Unsupervised Perceptual Rewards for Imitation Learning

Pierre Sermanet,Kelvin Xu,Sergey Levine

international conference on learning representations, (2017)

Bibtex

On integrating a language model into neural machine translation

Çaglar Gülçehre,Orhan Firat,Kelvin Xu,Kyunghyun Cho,Yoshua Bengio

Computer Speech and Language, no. C (2017): 137-148

Cited by46EIBibtex

Bridging the Gap Between Value and Policy Based Reinforcement Learning

Ofir Nachum,Mohammad Norouzi,Kelvin Xu,Dale Schuurmans

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017), (2017)

Cited by190EIBibtex

Unsupervised Perceptual Rewards for Imitation Learning

Pierre Sermanet,Kelvin Xu,Sergey Levine

Robotics: Science and Systems, (2017)

Cited by67EIBibtex

An Actor-Critic Algorithm for Sequence Prediction

Dzmitry Bahdanau,Philemon Brakel,Kelvin Xu,Anirudh Goyal,Ryan Lowe,Joelle Pineau,Aaron C. Courville,Yoshua Bengio

international conference on learning representations, (2017)

Cited by380EIBibtex

A Controller-Recognizer Framework: How necessary is recognition for control

Marcin Moczulski,Kelvin Xu,Aaron C. Courville,KyungHyun Cho

arXiv: Learning, (2015)

Bibtex

Show, Attend and Tell: Neural Image Caption Generation with Visual Attention

Kelvin Xu,Jimmy Ba,Ryan Kiros,Kyunghyun Cho,Aaron C. Courville,Ruslan Salakhutdinov,Richard S. Zemel,Yoshua Bengio

International Conference on Machine Learning, (2015)

Cited by5364EIBibtex

A Controller Recognizer Framework: How necessary is recognition for control

Marcin Moczulski,Kelvin Xu,Aaron C. Courville,KyungHyun Cho

CoRR, (2015)

Cited by1EIBibtex

On Using Monolingual Corpora in Neural Machine Translation

Çaglar Gülçehre,Orhan Firat,Kelvin Xu,Kyunghyun Cho,Loïc Barrault,Huei-Chi Lin,Fethi Bougares,Holger Schwenk,Yoshua Bengio

CoRR, (2015)

Cited by263EIBibtex

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Kelvin XuBinding

Papers17 papers

Kelvin Xu