Tim Pearce
University of Cambridge
H-index: 10
Europe-United Kingdom
Top articles of Tim Pearce
C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory
arXiv preprint arXiv:2402.16349
2024/2/26
DGPO: discovering multiple strategies with diversity-guided policy optimization
Proceedings of the AAAI Conference on Artificial Intelligence
2024/3/24
Fair collaborative vehicle routing: A deep multi-agent reinforcement learning approach
Transportation Research Part C: Emerging Technologies
2023/12/1
Liming Xu
H-Index: 5
Tim Pearce
H-Index: 6
Diffusion World Models
2023/10/13
Tim Pearce
H-Index: 6
Imitating Human Behaviour with Diffusion Models
arXiv preprint arXiv:2301.10677
2023/1/25
TiZero: Mastering Multi-Agent Football with Curriculum Learning and Self-Play
arXiv preprint arXiv:2302.07515
2023/2/15
Shiyu Huang
H-Index: 3
Tim Pearce
H-Index: 6
Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis
Advances in Neural Information Processing Systems
2022/12/6
Counter-Strike Deathmatch with Large-Scale Behavioural Cloning
2022/8/21
Tim Pearce
H-Index: 6
Jun Zhu
H-Index: 2
Understanding softmax confidence and uncertainty
arXiv preprint arXiv:2106.04972
2021/6/9
Tim Pearce
H-Index: 6
Jun Zhu
H-Index: 2
Coalitional Bargaining via Reinforcement Learning: An Application to Collaborative Vehicle Routing
NeurIPS Cooperative AI Workshop
2021
Liming Xu
H-Index: 5
Tim Pearce
H-Index: 6
Avoiding Kernel Fixed Points: Computing with ELU and GELU Infinite Networks
2021
Tim Pearce
H-Index: 6
Uncertainty in neural networks; bayesian ensembles, priors & prediction intervals
2020/12/9
Tim Pearce
H-Index: 6
Structured Weight Priors for Convolutional Neural Networks
2020/7/12
Tim Pearce
H-Index: 6
Uncertainty in neural networks: Approximately bayesian ensembling
2020/6/3
Tim Pearce
H-Index: 6
Supply chain data analytics for predicting supplier disruptions: a case study in complex asset manufacturing
International Journal of Production Research
2020/6/2
Bayesian Autoencoders: Analysing and Fixing the Bernoulli likelihood for Out-of-Distribution Detection
Uncertainty & Robustness in Deep Learning Workshop, ICML
2020
Tim Pearce
H-Index: 6
Co-Authors
