Jesse Farebrother
- Stop Regressing: Training Value Functions via Classification for Scalable Deep RL
2024/03/06 by Jesse Farebrother, Jordi Orbay, Farebrother, Jesse +21 · 3 voices · 33 citations
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.AI #cs.LG #stat.ML
- Mixtures of Experts Unlock Parameter Scaling for Deep RL
2024/02/13 by Johan Obando-Ceron, Obando-Ceron, Johan, Ghada Sokar +15 · 13 citations
Computer Science · Physics and Astronomy · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Model Reduction and Neural Networks
- Zero-Shot Whole-Body Humanoid Control via Behavioral Foundation Models
2025/04/15 by Andrea Tirinzoni, Tirinzoni, Andrea, Touati, Ahmed +12 · 10 citations
Computer Science · Engineering · #Reinforcement Learning in Robotics #Human Pose and Action Recognition #Robot Manipulation and Learning
- Foundations of Multivariate Distributional Reinforcement Learning
2024/08/31 by Harley Wiltzer, Jesse Farebrother, Wiltzer, Harley +5 · 2 voices · 3 citations
Agricultural and Biological Sciences · Computer Science · #Food Supply Chain Traceability #Statistical and Computational Modeling #cs.LG #math.OC #stat.ML
- Temporal Difference Flows
2025/03/12 by Jesse Farebrother, Farebrother, Jesse, Matteo Pirotta +8 · 6 citations
Computer Science · Neuroscience · #Reinforcement Learning in Robotics #Generative Adversarial Networks and Image Synthesis #Embodied and Extended Cognition
- A Distributional Analogue to the Successor Representation
2024/02/13 by Harley Wiltzer, Jesse Farebrother, Wiltzer, Harley +13 · 3 citations
Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Insurance and Financial Risk Management #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Non-Adversarial Inverse Reinforcement Learning via Successor Feature Matching
2024/11/11 by Arnav Kumar Jain, Harley Wiltzer, Jain, Arnav Kumar +9 · 1 voice · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
- Proto-Value Networks: Scaling Representation Learning with Auxiliary Tasks
2023/04/25 by Jesse Farebrother, Farebrother, Jesse, Joshua Greaves +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- CALE: Continuous Arcade Learning Environment
2024/10/31 by Jesse Farebrother, Farebrother, Jesse, Pablo Samuel Castro +1 · 1 voice · 2 citations
#cs.LG #cs.AI