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Alexander I. Cowen-Rivers
Alexander I. Cowen-Rivers
Noahs Ark R&D
Verified email at huawei.com
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Year
SMARTS: An Open-Source Scalable Multi-Agent RL Training School for Autonomous Driving
M Zhou, J Luo, J Villella, Y Yang, D Rusu, J Miao, W Zhang, M Alban, ...
Conference on Robot Learning, 264-285, 2021
60*2021
HEBO: Pushing The Limits of Sample-Efficient Hyper-parameter Optimisation
AI Cowen-Rivers, W Lyu, R Tutunov, Z Wang, A Grosnit, RR Griffiths, ...
Journal of Artificial Intelligence Research 74, 1269-1349, 2022
39*2022
High-dimensional Bayesian optimisation with variational autoencoders and deep metric learning
A Grosnit, R Tutunov, AM Maraval, RR Griffiths, AI Cowen-Rivers, L Yang, ...
arXiv preprint arXiv:2106.03609, 2021
192021
Samba: Safe model-based & active reinforcement learning
AI Cowen-Rivers, D Palenicek, V Moens, MA Abdullah, A Sootla, J Wang, ...
Machine Learning 111 (1), 173-203, 2022
172022
Compositional Adam: An adaptive compositional solver
AI Cowen-Rivers, R Tutunov, M Li, J Wang, H Bou-Ammar
arXiv preprint arXiv:2002.03755, 2020
10*2020
Are we Forgetting about Compositional Optimisers in Bayesian Optimisation?
HBA Alexander I. Cowen-Rivers, Antoine Grosnit, Rasul Tutunov, Ryan-Rhys ...
JMLR, 2021
8*2021
AntBO: Towards Real-World Automated Antibody Design with Combinatorial Bayesian Optimisation
A Khan, AI Cowen-Rivers, DGX Deik, A Grosnit, K Dreczkowski, ...
arXiv preprint arXiv:2201.12570, 2022
42022
Towards incremental cylindrical algebraic decomposition in Maple
ME Alexander Imani Cowen-Rivers
FLoC 2018, 2018
4*2018
Neural Variational Inference For Estimating Uncertainty in Knowledge Graph Embeddings
AI Cowen-Rivers, P Minervini, T Rocktaschel, M Bosnjak, S Riedel, ...
IJCAI Workshop on Neural- Symbolic Learning and Reasoning, 2019
32019
Sauté RL: Almost surely safe reinforcement learning using state augmentation
A Sootla, AI Cowen-Rivers, T Jafferjee, Z Wang, DH Mguni, J Wang, ...
International Conference on Machine Learning, 20423-20443, 2022
22022
Emergent Communication with World Models
JN Alexander I. Cowen-Rivers
NeurIPS Workshop on Emergent Communication, 2019
2*2019
Know Your Enemies and Know Yourself in the Real-Time Bidding Function Optimisation
M Du, AI Cowen-Rivers, Y Wen, P Sakulwongtana, J Wang, M Brorsson, ...
2019 International Conference on Data Mining Workshops (ICDMW), 973-981, 2019
12019
Structured Q-learning For Antibody Design
AI Cowen-Rivers, PJ Gorinski, A Sootla, A Khan, L Furui, J Wang, J Peters, ...
arXiv preprint arXiv:2209.04698, 2022
2022
Enhancing Safe Exploration Using Safety State Augmentation
A Sootla, AI Cowen-Rivers, J Wang, HB Ammar
arXiv preprint arXiv:2206.02675, 2022
2022
Learning Geometric Constraints in Task and Motion Planning
T Ren, AI Cowen-Rivers, HB Ammar, J Peters
arXiv preprint arXiv:2201.09612, 2022
2022
RL: Generic reinforcement learning codebase in TensorFlow
BM Li, A Cowen-Rivers, P Kozakowski, D Tao, SR Kamalakara, ...
Journal of Open Source Software 4 (42), 1524, 2019
2019
SAUTE RL: Almost Surely Safe Reinforcement Learning Using State Augmentation Download PDF
A Sootla, AI Cowen-Rivers, T Jafferjee, Z Wang, DH Mguni, J Wang, ...
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