Daniel J. Mankowitz
- A Deep Hierarchical Approach to Lifelong Learning in Minecraft
2016/04/25 by Chen Tessler, Shahar Givony, Tessler, Chen +7 · 1 voice · 10 citations
Computer Science · Decision Sciences · #Adaptive Dynamic Programming Control #Advanced Bandit Algorithms Research #Reinforcement Learning in Robotics #cs.AI #cs.LG
- Reward Constrained Policy Optimization
2018/05/28 by Chen Tessler, Daniel J. Mankowitz, Tessler, Chen +3 · 40 citations
Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Optimization and Search Problems #Advanced Bandit Algorithms Research
- Challenges of Real-World Reinforcement Learning
2019/04/29 by Gabriel Dulac-Arnold, Dulac-Arnold, Gabriel, Daniel J. Mankowitz +3 · 29 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Robotics (cs.RO)
- Nash Learning from Human Feedback
2023/12/01 by Rémi Munos, Michal Valko, Munos, Rémi +31 · 1 voice · 25 citations
#stat.ML #cs.AI #cs.GT #cs.LG #cs.MA
- Gemini: A Family of Highly Capable Multimodal Models
2023/12/19 by Gemini Team, Rohan Anil, Anil, Rohan +2682 · 9 voices
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CL #cs.CV
- Universal Successor Features Approximators
2018/12/18 by Diana Borsa, Borsa, Diana, André Barreto +13 · 7 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
- Robust Constrained Reinforcement Learning for Continuous Control with Model Misspecification
2020/10/20 by Daniel J. Mankowitz, Mankowitz, Daniel J., Dan A. Calian +13 · 3 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Real-Time Systems Scheduling #Reinforcement Learning in Robotics #Smart Grid Energy Management
- Transformers Meet Directed Graphs
2023/01/31 by Simon Geisler, Yujia Li, Geisler, Simon +9 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Genomics and Chromatin Dynamics #Advanced Image and Video Retrieval Techniques #Music and Audio Processing
- Robust Reinforcement Learning for Continuous Control with Model Misspecification
2019/06/18 by Daniel J. Mankowitz, Nir Levine, Mankowitz, Daniel J. +17 · 2 citations
Computer Science · #Adaptive Dynamic Programming Control #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Active Offline Policy Selection
2021/06/18 by Ksenia Konyushkova, Yutian Chen, Konyushkova, Ksenia +12 · 2 citations
Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Advanced Bandit Algorithms Research #Machine Learning and Algorithms
- MuZero with Self-competition for Rate Control in VP9 Video Compression
2022/02/14 by Amol Mandhane, Anton Zhernov, Mandhane, Amol +35 · 1 citation
Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Advanced Wireless Network Optimization #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Video Coding and Compression Technologies #electronic engineering #information engineering