Steven James
Title
Cited by
Cited by
Year
An Analysis of Monte Carlo Tree Search
S James, G Konidaris, B Rosman
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence …, 2017
342017
Learning Portable Representations for High-Level Planning
S James, B Rosman, G Konidaris
International Conference on Machine Learning, 2020
18*2020
Composing value functions in reinforcement learning
B Van Niekerk, S James, A Earle, B Rosman
International Conference on Machine Learning, 6401-6409, 2019
16*2019
Multi-pass Q-networks for deep reinforcement learning with parameterised action spaces
CJ Bester, SD James, GD Konidaris
arXiv preprint arXiv:1905.04388, 2019
152019
Quantisation and Pruning for Neural Network Compression and Regularisation
K Paupamah, S James, R Klein
2020 International SAUPEC/RobMech/PRASA Conference, 1-6, 2020
132020
A Boolean Task Algebra for Reinforcement Learning
G Nangue Tasse, S James, B Rosman
Advances in Neural Information Processing Systems 33, 2020
4*2020
Learning Options from Demonstration using Skill Segmentation
M Cockcroft, S Mawjee, S James, P Ranchod
2020 International SAUPEC/RobMech/PRASA Conference, 1-6, 2020
22020
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
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, ...
Pattern Recognition Letters 138, 95-105, 2020
12020
Inter-and Intra-domain Knowledge Transfer for Related Tasks in Deep Character Recognition
N Kooverjee, S James, T Van Zyl
2020 International SAUPEC/RobMech/PRASA Conference, 1-6, 2020
12020
Learning Object-Centric Representations for High-Level Planning in Minecraft
S James, B Rosman, G Konidaris
Proceedings of Workshop on Object-Oriented Learning at ICML, 2020
12020
The Effect of Simulation Bias on Action Selection in Monte Carlo Tree Search
SD James
University of the Witwatersrand, 2016
12016
Autonomous Learning of Object-Centric Abstractions for High-Level Planning
S James, B Rosman, G Konidaris
2020
Logical Composition in Lifelong Reinforcement Learning
G Nangue Tasse, S James, B Rosman
4th Lifelong Learning Workshop at ICML 2020, 2020
2020
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Articles 1–14