Author Information

Roy Fox (UC Berkeley)

[Roy Fox](royf.org) is an Assistant Professor and director of the Intelligent Dynamics Lab at the Department of Computer Science at UCI. His research interests include theory and applications of reinforcement learning, algorithmic game theory, information theory, and robotics. His current research focuses on structure, exploration, and optimization in deep reinforcement learning and imitation learning of virtual and physical agents and multi-agent systems. He was previously a postdoc at UC Berkeley, where he developed algorithms and systems that interact with humans to learn structured control policies for robotics and program synthesis.

More from the Same Authors

• 2021 : Temporal-Difference Value Estimation via Uncertainty-Guided Soft Updates »
  Litian Liang · Yaosheng Xu · Stephen McAleer · Dailin Hu · Alexander Ihler · Pieter Abbeel · Roy Fox
• 2021 : Target Entropy Annealing for Discrete Soft Actor-Critic »
  Yaosheng Xu · Dailin Hu · Litian Liang · Stephen McAleer · Pieter Abbeel · Roy Fox
• 2021 : Count-Based Temperature Scheduling for Maximum Entropy Reinforcement Learning »
  Dailin Hu · Pieter Abbeel · Roy Fox
• 2022 : Feasible Adversarial Robust Reinforcement Learning for Underspecified Environments »
  JB Lanier · Stephen McAleer · Pierre Baldi · Roy Fox
• 2023 : Selective Perception: Learning Concise State Descriptions for Language Model Actors »
  Kolby T Nottingham · Yasaman Razeghi · Kyungmin Kim · JB Lanier · Pierre Baldi · Roy Fox · Sameer Singh
• 2023 : Selective Perception: Learning Concise State Descriptions for Language Model Actors »
  Kolby T Nottingham · Yasaman Razeghi · Kyungmin Kim · JB Lanier · Pierre Baldi · Roy Fox · Sameer Singh
• 2021 Poster: XDO: A Double Oracle Algorithm for Extensive-Form Games »
  Stephen McAleer · JB Lanier · Kevin A Wang · Pierre Baldi · Roy Fox
• 2019 : Poster and Coffee Break 2 »
  Karol Hausman · Kefan Dong · Ken Goldberg · Lihong Li · Lin Yang · Lingxiao Wang · Lior Shani · Liwei Wang · Loren Amdahl-Culleton · Lucas Cassano · Marc Dymetman · Marc Bellemare · Marcin Tomczak · Margarita Castro · Marius Kloft · Marius-Constantin Dinu · Markus Holzleitner · Martha White · Mengdi Wang · Michael Jordan · Mihailo Jovanovic · Ming Yu · Minshuo Chen · Moonkyung Ryu · Muhammad Zaheer · Naman Agarwal · Nan Jiang · Niao He · Nikolaus Yasui · Nikos Karampatziakis · Nino Vieillard · Ofir Nachum · Olivier Pietquin · Ozan Sener · Pan Xu · Parameswaran Kamalaruban · Paul Mineiro · Paul Rolland · Philip Amortila · Pierre-Luc Bacon · Prakash Panangaden · Qi Cai · Qiang Liu · Quanquan Gu · Raihan Seraj · Richard Sutton · Rick Valenzano · Robert Dadashi · Rodrigo Toro Icarte · Roshan Shariff · Roy Fox · Ruosong Wang · Saeed Ghadimi · Samuel Sokota · Sean Sinclair · Sepp Hochreiter · Sergey Levine · Sergio Valcarcel Macua · Sham Kakade · Shangtong Zhang · Sheila McIlraith · Shie Mannor · Shimon Whiteson · Shuai Li · Shuang Qiu · Wai Lok Li · Siddhartha Banerjee · Sitao Luan · Tamer Basar · Thinh Doan · Tianhe Yu · Tianyi Liu · Tom Zahavy · Toryn Klassen · Tuo Zhao · Vicenç Gómez · Vincent Liu · Volkan Cevher · Wesley Suttle · Xiao-Wen Chang · Xiaohan Wei · Xiaotong Liu · Xingguo Li · Xinyi Chen · Xingyou Song · Yao Liu · YiDing Jiang · Yihao Feng · Yilun Du · Yinlam Chow · Yinyu Ye · Yishay Mansour · · Yonathan Efroni · Yongxin Chen · Yuanhao Wang · Bo Dai · Chen-Yu Wei · Harsh Shrivastava · Hongyang Zhang · Qinqing Zheng · SIDDHARTHA SATPATHI · Xueqing Liu · Andreu Vall
• 2018 : Discussion Panel: Ryan Adams, Nicolas Heess, Leslie Kaelbling, Shie Mannor, Emo Todorov (moderator: Roy Fox) »
  Ryan Adams · Nicolas Heess · Leslie Kaelbling · Shie Mannor · Emo Todorov · Roy Fox
• 2018 : Spotlights 2 »
  Aditya Gopalan · Sungjoon Choi · Thomas Ringstrom · Roy Fox · Jonas Degrave · Xiya Cao · Karl Pertsch · Maximilian Igl · Brian Ichter
• 2018 Workshop: Infer to Control: Probabilistic Reinforcement Learning and Structured Control »
  Leslie Kaelbling · Martin Riedmiller · Marc Toussaint · Igor Mordatch · Roy Fox · Tuomas Haarnoja
• 2017 : Panel Discussion »
  Matt Botvinick · Emma Brunskill · Marcos Campos · Jan Peters · Doina Precup · David Silver · Josh Tenenbaum · Roy Fox
• 2017 : Opening Remarks »
  Roy Fox
• 2017 Workshop: Hierarchical Reinforcement Learning »
  Andrew G Barto · Doina Precup · Shie Mannor · Tom Schaul · Roy Fox · Carlos Florensa