Roy Fox

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	Sve	Od 2020.
Citati	3235	2824
H-indeks	19	17
i10-indeks	29	25

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Ken GoldbergProfessor, UC Berkeley and UCSFPotvrđena adresa e-pošte na berkeley.edu
Ion StoicaProfessor of Computer Science, UC BerkeleyPotvrđena adresa e-pošte na cs.berkeley.edu
Stephen McAleerOpenAIPotvrđena adresa e-pošte na openai.com
Pierre BaldiProfessor, University of California, IrvinePotvrđena adresa e-pošte na ics.uci.edu
JB LanierUC IrvinePotvrđena adresa e-pošte na uci.edu
Joseph E. GonzalezProfessor of Computer Science, UC BerkeleyPotvrđena adresa e-pošte na berkeley.edu
Michael LaskeyCTO & Co-Founder - Electric Sheep RoboticsPotvrđena adresa e-pošte na electricsheep.company
Sanjay KrishnanUniversity of ChicagoPotvrđena adresa e-pošte na cs.uchicago.edu
Richard LiawAnyscalePotvrđena adresa e-pošte na berkeley.edu
Eric LiangUC BerkeleyPotvrđena adresa e-pošte na berkeley.edu
Robert NishiharaAnyscalePotvrđena adresa e-pošte na eecs.berkeley.edu
Philipp MoritzGraduate Student, UC BerkeleyPotvrđena adresa e-pošte na berkeley.edu
Jonathan N. LeeStanford UniversityPotvrđena adresa e-pošte na stanford.edu
Sameer SinghProfessor, UC Irvine | CTO, Spiffy AIPotvrđena adresa e-pošte na uci.edu
Kolby NottinghamComputer Science PhD Student, University of California IrvinePotvrđena adresa e-pošte na uci.edu
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyPotvrđena adresa e-pošte na cs.berkeley.edu
Ari PakmanBen-Gurion UniversityPotvrđena adresa e-pošte na bgu.ac.il
Pieter AbbeelUC Berkeley | CovariantPotvrđena adresa e-pošte na cs.berkeley.edu
Litian LiangStudent researcher, University of California, San DiegoPotvrđena adresa e-pošte na ucsd.edu
Anca D DraganAssistant Professor at UC Berkeley // Director, AI Safety and Alignment, Google DeepMindPotvrđena adresa e-pošte na berkeley.edu

Prati

Roy Fox

Assistant Professor, UC Irvine

Potvrđena adresa e-pošte na uci.edu - Početna stranica

Reinforcement Learning Algorithmic Game Theory Information Theory Robot learning


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
RLlib: Abstractions for Distributed Reinforcement Learning E Liang, R Liaw, R Nishihara, P Moritz, R Fox, K Goldberg, J Gonzalez, ... 35th International Conference on Machine Learning (ICML), 2018	1134	2018
Taming the Noise in Reinforcement Learning via Soft Updates R Fox, A Pakman, N Tishby 32nd Conference on Uncertainty in Artificial Intelligence (UAI), 2016	394	2016
DART: Noise Injection for Robust Imitation Learning M Laskey, J Lee, R Fox, A Dragan, K Goldberg 1st Conference on Robot Learning (CoRL), 2017	307	2017
Ray RLlib: A Composable and Scalable Reinforcement Learning Library E Liang, R Liaw, R Nishihara, P Moritz, R Fox, J Gonzalez, K Goldberg, ... Deep Reinforcement Learning symposium (DeepRL @ NIPS), 2017	211	2017
Multi-Level Discovery of Deep Options R Fox, S Krishnan, I Stoica, K Goldberg arXiv preprint arXiv:1703.08294, 2017	154	2017
AutoPandas: Neural-Backed Generators for Program Synthesis R Bavishi, C Lemieux, R Fox, K Sen, I Stoica 10th ACM SIGPLAN Conference on Systems, Programming, Languages, and …, 2019	111	2019
DDCO: Discovery of Deep Continuous Options for Robot Learning from Demonstrations S Krishnan, R Fox, I Stoica, K Goldberg 1st Conference on Robot Learning (CoRL), 2017	111	2017
Pipeline PSRO: A Scalable Approach for Finding Approximate Nash Equilibria in Large Games S McAleer, JB Lanier, R Fox, P Baldi 34th Conference on Neural Information Processing Systems (NeurIPS), 2020	92	2020
Do Embodied Agents Dream of Pixelated Sheep?: Embodied Decision Making using Language Guided World Modelling K Nottingham, P Ammanabrolu, A Suhr, Y Choi, H Hajishirzi, S Singh, ... 40th International Conference on Machine Learning (ICML), 2023	82	2023
Fast and Reliable Autonomous Surgical Debridement with Cable-Driven Robots Using a Two-Phase Calibration Procedure D Seita, S Krishnan, R Fox, S McKinley, J Canny, K Goldberg 35th IEEE International Conference on Robotics and Automation (ICRA), 2018	79	2018
XDO: A Double Oracle Algorithm for Extensive-Form Games S McAleer, JB Lanier, KA Wang, P Baldi, R Fox 35th Conference on Neural Information Processing Systems (NeurIPS), 2021	65	2021
Independent Natural Policy Gradient Always Converges in Markov Potential Games R Fox, S McAleer, W Overman, I Panageas 25th International Conference on Artificial Intelligence and Statistics …, 2022	59	2022
Multi-Task Hierarchical Imitation Learning for Home Automation R Fox, R Berenstein, I Stoica, K Goldberg 15th IEEE Conference on Automation Science and Engineering (CASE), 2019	34	2019
Parametrized Hierarchical Procedures for Neural Programming R Fox, R Shin, S Krishnan, K Goldberg, D Song, I Stoica 6th International Conference on Learning Representations (ICLR), 2018	34	2018
Anytime PSRO for Two-Player Zero-Sum Games S McAleer, K Wang, JB Lanier, M Lanctot, P Baldi, T Sandholm, R Fox Reinforcement Learning in Games workshop (RLG @ AAAI), 2022	28*	2022
A Multi-Agent Control Framework for Co-Adaptation in Brain-Computer Interfaces J Merel, R Fox, T Jebara, L Paninski 27th Annual Conference on Neural Information Processing Systems (NIPS), 2013	27	2013
Q* Search: Heuristic Search with Deep Q-Networks F Agostinelli, S Shperberg, A Shmakov, S McAleer, R Fox, P Baldi Bridging the Gap Between AI Planning and Reinforcement Learning workshop …, 2024	23*	2024
Reducing Variance in Temporal-Difference Value Estimation via Ensemble of Deep Networks L Liang, Y Xu, S McAleer, D Hu, A Ihler, P Abbeel, R Fox 39th International Conference on Machine Learning (ICML), 2022	22	2022
Statistical Data Cleaning for Deep Learning of Automation Tasks from Demonstrations C Chuck, M Laskey, S Krishnan, R Joshi, R Fox, K Goldberg 13th IEEE Conference on Automation Science and Engineering (CASE), 2017	20	2017
Minimum-Information LQG Control — Part I: Memoryless Controllers R Fox, N Tishby 55th IEEE Conference on Decision and Control (CDC), 2016	19	2016

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