David Budden
David Budden
Verified email at csail.mit.edu - Homepage
Cited by
Cited by
Grandmaster level in StarCraft II using multi-agent reinforcement learning
O Vinyals, I Babuschkin, WM Czarnecki, M Mathieu, A Dudzik, J Chung, ...
Nature 575 (7782), 350-354, 2019
Distributed Prioritized Experience Replay
D Horgan, J Quan, D Budden, G Barth-Maron, M Hessel, H van Hasselt, ...
International Conference on Learning Representations (ICLR), 2018
AlphaStar: Mastering the Real-Time Strategy Game StarCraft II
O Vinyals, I Babuschkin, J Chung, M Mathieu, M Jaderberg, W Czarnecki, ...
https://deepmind.com/blog/alphastar-mastering-real-time-strategy-game …, 2019
DeepMind Control Suite
Y Tassa, Y Doron, A Muldal, T Erez, Y Li, DL Casas, D Budden, ...
arXiv preprint arXiv:1801.00690, 2018
Distributed Distributional Deterministic Policy Gradients
G Barth-Maron, MW Hoffman, D Budden, W Dabney, D Horgan, A Muldal, ...
International Conference on Learning Representations (ICLR), 2018
Playing hard exploration games by watching YouTube
Y Aytar, T Pfaff, D Budden, TL Paine, Z Wang, N de Freitas
Advances in Neural Information Processing Systems (NeurIPS), 2018
Generative compression
S Santurkar, D Budden, N Shavit
arXiv preprint arXiv:1703.01467, 2017
Observe and Look Further: Achieving Consistent Performance on Atari
T Pohlen, B Piot, T Hester, MG Azar, D Horgan, D Budden, G Barth-Maron, ...
arXiv preprint arXiv:1805.11593, 2018
Sample Efficient Adaptive Text-to-Speech
Y Chen, Y Assael, B Shillingford, D Budden, S Reed, H Zen, Q Wang, ...
International Conference on Learning Representations (ICLR), 2019
A Global Social Media Survey of Attitudes to Human Genome Editing
T McCaughey, PG Sanfilippo, GEC Gooden, DM Budden, L Fan, ...
Cell Stem Cell 18 (5), 569-572, 2016
The DeepMind JAX Ecosystem
I Babuschkin, K Baumli, A Bell, S Bhupatiraju, J Bruce, P Buchlovsky, ...
http://github.com/deepmind, 2020
Predicting expression: the complementary power of histone modification and transcription factor binding data
DM Budden, DG Hurley, J Cursons, JF Markham, MJ Davis, EJ Crampin
Epigenetics & chromatin 7 (1), 1-12, 2014
Virtual Reference Environments: a simple way to make research reproducible
DG Hurley, DM Budden, EJ Crampin
Briefings in Bioinformatics 16 (5), 901-903, 2014
Scaling data-driven robotics with reward sketching and batch reinforcement learning
S Cabi, S Gómez Colmenarejo, A Novikov, K Konyushkova, S Reed, ...
Robotics: Science and Systems (RSS), 2020
Predictive modelling of gene expression from transcriptional regulatory elements
DM Budden, DG Hurley, EJ Crampin
Briefings in Bioinformatics 16 (4), 616-628, 2014
A Novel Approach to Ball Detection for Humanoid Robot Soccer
D Budden, S Fenn, J Walker, A Mendes
AI 2012: Advances in Artificial Intelligence, 827-838, 2012
Deep Tensor Convolution on Multicores
D Budden, A Matveev, S Santurkar, SR Chaudhuri, N Shavit
International Conference on Machine Learning (ICML), 2016
A Generalized Framework for Population Based Training
A Li, O Spyra, S Perel, V Dalibard, M Jaderberg, C Gu, D Budden, ...
International Conference on Knowledge Discovery & Data Mining (KDD), 2019
A Multi-Pass Approach to Large-Scale Connectomics
Y Meirovitch, A Matveev, H Saribekyan, D Budden, D Rolnick, G Odor, ...
arXiv preprint arXiv:1612.02120, 2016
TF-Replicator: Distributed Machine Learning for Researchers
P Buchlovsky, D Budden, D Grewe, C Jones, J Aslanides, F Besse, ...
arXiv preprint arXiv:1902.00465, 2019
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