Ammar, Haitham Bou
- HEBO Pushing The Limits of Sample-Efficient Hyperparameter Optimisation
2020/12/07 by Alexander I. Cowen-Rivers, Cowen-Rivers, Alexander I., Wenlong Lyu +19 · 19 citations
Computer Science · #Advanced Multi-Objective Optimization Algorithms #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Data Classification #Optimization and Control (math.OC)
- Group Robust Preference Optimization in Reward-free RLHF
2024/05/30 by Shyam Sundhar Ramesh, Ramesh, Shyam Sundhar, Yifan Hu +11 · 33 citations
Computer Science · #Advanced Multi-Objective Optimization Algorithms
- Wasserstein Robust Reinforcement Learning
2019/07/30 by Mohammed Amin Abdullah, Hang Ren, Abdullah, Mohammed Amin +11 · 9 citations
Computer Science · #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
- End-to-End Meta-Bayesian Optimisation with Transformer Neural Processes
2023/05/25 by Alexandre Maraval, Matthieu Zimmer, Maraval, Alexandre +5 · 9 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- BOiLS: Bayesian Optimisation for Logic Synthesis
2021/11/11 by Antoine Grosnit, Cédric Malherbe, Grosnit, Antoine +9 · 6 citations
Computer Science · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #VLSI and Analog Circuit Testing
- Framework and Benchmarks for Combinatorial and Mixed-variable Bayesian Optimization
2023/06/16 by Kamil Dreczkowski, Dreczkowski, Kamil, Antoine Grosnit +3 · 7 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research
- Reinforcement Learning for Safe Robot Control using Control Lyapunov Barrier Functions
2023/05/16 by Du, Desong, Han, Shaohang, Qi, Naiming +3 · 6 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Efficient Reinforcement Learning with Large Language Model Priors
2024/10/10 by Yan Song, Yan, Xue, Xidong Feng +10 · 10 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech and dialogue systems #Topic Modeling
- Learning to Communicate Implicitly By Actions
2018/10/10 by Zheng Tian, Tian, Zheng, Shihao Zou +11 · 2 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #FOS: Computer and information sciences #Game Theory and Applications #Reinforcement Learning in Robotics
- Mixture of Attentions For Speculative Decoding
2024/10/04 by Matthieu Zimmer, Zimmer, Matthieu, Milan Gritta +7 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Cognitive Science and Education Research #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fractal and DNA sequence analysis #Machine Learning (cs.LG) #Neural Networks and Applications
- Effects of Safety State Augmentation on Safe Exploration
2022/06/06 by Aivar Sootla, Sootla, Aivar, Alexander I. Cowen-Rivers +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Reinforcement Learning in Robotics
- Safe Policy Search for Lifelong Reinforcement Learning with Sublinear Regret
2015/05/21 by Ammar, Haitham Bou, Tutunov, Rasul, Eaton, Eric · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- On Almost Surely Safe Alignment of Large Language Models at Inference-Time
2025/02/03 by Xiaotong Ji, Ji, Xiaotong, Shyam Sundhar Ramesh +9 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Diverse Auto-Curriculum is Critical for Successful Real-World Multiagent\n Learning Systems
2021/02/15 by Yaodong Yang, Jun Luo, Yang, Yaodong +13 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
- Structured Q-learning For Antibody Design
2022/09/10 by Cowen-Rivers, Alexander I., Gorinski, Philip John, Sootla, Aivar +5 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)