Steven James
Steven James
Verified email at wits.ac.za - Homepage
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
252017
Composing value functions in reinforcement learning
B Van Niekerk, S James, A Earle, B Rosman
International Conference on Machine Learning, 6401-6409, 2019
14*2019
Learning Portable Representations for High-Level Planning
S James, B Rosman, G Konidaris
International Conference on Machine Learning, 2020
10*2020
Multi-pass Q-networks for deep reinforcement learning with parameterised action spaces
CJ Bester, SD James, GD Konidaris
arXiv preprint arXiv:1905.04388, 2019
72019
Quantisation and Pruning for Neural Network Compression and Regularisation
K Paupamah, S James, R Klein
2020 International SAUPEC/RobMech/PRASA Conference, 1-6, 2020
42020
A Boolean Task Algebra for Reinforcement Learning
G Nangue Tasse, S James, B Rosman
Advances in Neural Information Processing Systems 33, 2020
2*2020
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
Logical Composition in Lifelong Reinforcement Learning
GN Tasse, S James, B Rosman
4th Lifelong Learning Workshop at ICML 2020, 2020
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
2020
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
2020
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
2020
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