Bergstra, James

1. Challenges in Representation Learning: A report on three machine\n learning contests
   2013/07/01 by Ian Goodfellow, Goodfellow, Ian J., Dumitru Erhan +55 · 51 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
2. Theano: new features and speed improvements
   2012/11/23 by Frédéric Bastien, Pascal Lamblin, Bastien, Frédéric +15 · 83 citations
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Methods and Algorithms #Parallel Computing and Optimization Techniques #Symbolic Computation (cs.SC)
3. Benchmarking Reinforcement Learning Algorithms on Real-World Robots
   2018/09/20 by A. Rupam Mahmood, Mahmood, A. Rupam, Dmytro Korenkevych +7 · 12 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Robotics (cs.RO)
4. Theano: A Python framework for fast computation of mathematical expressions
   2016/05/09 by The Theano Development Team, Al-Rfou, Rami, Alain, Guillaume +110 · 5 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematical Software (cs.MS) #Symbolic Computation (cs.SC)
5. Setting up a Reinforcement Learning Task with a Real-World Robot
   2018/03/19 by Mahmood, A. Rupam, Korenkevych, Dmytro, Komer, Brent J. +1 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Robotics (cs.RO)
6. Revisiting Sparse Rewards for Goal-Reaching Reinforcement Learning
   2024/06/29 by Gautham Vasan, Vasan, Gautham, Yan Wang +9 · 7 citations
   Computer Science · #Teaching and Learning Programming
7. Active Perception and Representation for Robotic Manipulation
   2020/03/15 by Youssef Zaky, Mandakini Paruthi, Zaky, Youssef +5 · 2 citations
   Engineering · Computer Science · #Robot Manipulation and Learning #Multimodal Machine Learning Applications #Robotics and Sensor-Based Localization
8. Offline-to-online Reinforcement Learning for Image-based Grasping with Scarce Demonstrations
   2024/10/19 by Bryan Chan, Chan, Bryan, James Bergstra +2 · 1 citation
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotic Path Planning Algorithms #Robotics (cs.RO)