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Richard Tanburn

1 accepted papers

2020

Making Efficient Use of Demonstrations to Solve Hard Exploration Problems

ICLR 2020poster

This paper introduces R2D3, an agent that makes efficient use of demonstrations to solve hard exploration problems in partially observable environments with highly variable initial conditions. We also introduce a suite of eight tasks that combine these three properties, and show that R2D3 can solve…

Cited by 107SourceScholar