Gehring, Clement
- Batched Large-scale Bayesian Optimization in High-dimensional Spaces
2017/06/05 by Zi Wang, Wang, Zi, Clement Gehring +5 · 22 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- Bridging State and History Representations: Understanding Self-Predictive RL
2024/01/17 by Tianwei Ni, Benjamin Eysenbach, Ni, Tianwei +11 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Reinforcement Learning for Classical Planning: Viewing Heuristics as Dense Reward Generators
2021/09/30 by Clement Gehring, Gehring, Clement, Masataro Asai +11 · 6 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Psychology · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Behavioral and Psychological Studies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Receptor Mechanisms and Signaling
- Incremental Truncated LSTD
2015/11/26 by Clement Gehring, Gehring, Clement, Yangchen Pan +3 · 1 citation
Computer Science · Engineering · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Reinforcement Learning in Robotics
- Do Transformer World Models Give Better Policy Gradients?
2024/02/07 by Ma, Michel, Ni, Tianwei, Gehring, Clement +2 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)