Publications

Composing Value Functions in Reinforcement Learning

2019
B. van Niekerk, S. James, A. Earle & B. Rosman

Proceedings of the Thirty-sixth International Conference on Machine Learning

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Multi-Pass Q-Networks for Deep Reinforcement Learning with Parameterised Action Spaces

2019
C.J. Bester, S. James, & G. Konidaris

arXiv preprint arXiv:1905.04388

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Learning to Plan with Portable Symbols

2018
S. James, B. Rosman & G. Konidaris

ICML/IJCAI/AAMAS 2018 Workshop on Planning and Learning

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Will it Blend? Composing Value Functions in Reinforcement Learning

2018
B. van Niekerk, S. James, A. Earle & B. Rosman

The 2nd Lifelong Learning: A Reinforcement Learning Approach (LLARLA) Workshop, FAIM 2018.

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Learning Portable Symbolic Representations

2018
S. James

2018 IJCAI Doctoral Consortium (extended abstract)

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An Analysis of Monte Carlo Tree Search

2017
S. James, G. Konidaris & B. Rosman

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence

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An Investigation into the Effectiveness of Heavy Rollouts in UCT

2016
S. James, B. Rosman & G. Konidaris

General Intelligence in Game-Playing Agents (GIGA’16) Workshop at IJCAI

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The Effect of Simulation Bias on Action Selection in Monte Carlo Tree Search

2016
S. James

University of the Witwatersrand (MSc thesis)

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