Roy Fox
- Multi-Level Discovery of Deep Options
2017/03/24 by Roy Fox, Sanjay Krishnan, Fox, Roy +5 · 15 citations
Computer Science · Decision Sciences · Engineering · #Reinforcement Learning in Robotics #Advanced Bandit Algorithms Research #Reservoir Engineering and Simulation Methods
- Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling
2023/01/28 by Kolby Nottingham, Prithviraj Ammanabrolu, Nottingham, Kolby +11 · 11 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language and cultural evolution #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Topic Modeling
- RLlib: Abstractions for Distributed Reinforcement Learning
2017/12/26 by Eric Liang, Liang, Eric, Richard Liaw +15 · 1 voice · 2 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Distributed #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence #Parallel #Reinforcement Learning in Robotics #and Cluster Computing (cs.DC) #cs.AI #cs.DC #cs.LG
- A* Search Without Expansions: Learning Heuristic Functions with Deep Q-Networks
2021/02/08 by Forest Agostinelli, Shahaf S. Shperberg, Agostinelli, Forest +9 · 2 voices
#cs.AI #cs.LG
- Pipeline PSRO: A Scalable Approach for Finding Approximate Nash Equilibria in Large Games
2020/06/15 by Stephen McAleer, John B. Lanier, McAleer, Stephen +5 · 3 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
- Hierarchical Variational Imitation Learning of Control Programs
2019/12/29 by Roy Fox, Richard Shin, Fox, Roy +13 · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics #Robot Manipulation and Learning
- Reinforcement Learning from Delayed Observations via World Models
2024/03/18 by Armin Karamzade, Karamzade, Armin, Kyungmin Kim +5 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Make the Pertinent Salient: Task-Relevant Reconstruction for Visual Control with Distractions
2024/10/13 by Kyungmin Kim, JB Lanier, Kim, Kyungmin +7 · 1 citation
Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Personal Information Management and User Behavior #Robotics (cs.RO) #Teleoperation and Haptic Systems