Steven James
Steven James
Verified email at wits.ac.za - Homepage
TitleCited byYear
An Analysis of Monte Carlo Tree Search
S James, G Konidaris, B Rosman
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence …, 2017
192017
Composing value functions in reinforcement learning
B Van Niekerk, S James, A Earle, B Rosman
International Conference on Machine Learning, 6401-6409, 2019
7*2019
Learning to Plan with Portable Symbols
S James, B Rosman, G Konidaris
ICML/IJCAI/AAMAS 2018 Workshop on Planning and Learning, 2018
42018
Multi-pass Q-networks for deep reinforcement learning with parameterised action spaces
CJ Bester, SD James, GD Konidaris
arXiv preprint arXiv:1905.04388, 2019
22019
An Investigation into the Effectiveness of Heavy Rollouts in UCT
S James, B Rosman, G Konidaris
The IJCAI-16 Workshop on General Game Playing, 55 - 61, 2016
22016
Quantisation and Pruning for Neural Network Compression and Regularisation
K Paupamah, S James, R Klein
arXiv preprint arXiv:2001.04850, 2020
2020
A Boolean Task Algebra for Reinforcement Learning
GN Tasse, S James, B Rosman
arXiv preprint arXiv:2001.01394, 2020
2020
Inter-and Intra-domain Knowledge Transfer for Related Tasks in Deep Character Recognition
N Kooverjee, S James, T van Zyl
arXiv preprint arXiv:2001.00448, 2020
2020
Learning Options from Demonstration using Skill Segmentation
M Cockcroft, S Mawjee, S James, P Ranchod
arXiv preprint arXiv:2001.06793, 2020
2020
If dropout limits trainable depth, does critical initialisation still matter? A large-scale statistical analysis on ReLU networks
A Pretorius, E van Biljon, B van Niekerk, R Eloff, M Reynard, S James, ...
arXiv preprint arXiv:1910.05725, 2019
2019
Learning Portable Representations for High-Level Planning
S James, B Rosman, G Konidaris
arXiv preprint arXiv:1905.12006, 2019
2019
Learning Portable Symbolic Representations
S James
Proceedings of the Twenty-Seventh International Joint Conference on …, 2018
2018
The Effect of Simulation Bias on Action Selection in Monte Carlo Tree Search
SD James
University of the Witwatersrand, 2016
2016
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Articles 1–13