Research Roadmap: 2020-2021

https://brickpixels.net/2018/09/01/robot-exploration/ By Ben Teoh

We’ve just undertaken a review and refresh of our research roadmap! The topics and approach we will take in the coming year are all laid out in a new page:

Research Roadmap

Our primary topics for the coming year include:

  • Continual Few-Shot Learning (CFSL) via our Episodic memory system
  • Using reinforcement learning to control a Semantic memory system
  • Developing a new memory system capable of learning from highly correlated, online samples from a single Agent

Check out the roadmap to discover how we’ll do this. If you’re interested to collaborate please get in touch. We’re also interested in feedback or advice on the methods we will attempt to employ and extend.

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