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Description: A blog about AI, NLP, RL, Meta Learning, AI safety, Interpretability and who knows what else.

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I'm Robert Kirk, a PhD Student at UCL DARK Lab in the UCL Centre for Artificial Intelligence supervised by Tim Rocktäschel and Edward Grefenstette . I'm an aspiring effective altruist and rationalist. I'm interested in generalisation in reinforcement learning, out-of-distribution robustness, and AI safety and alignment.

A Survey of Generalisation in Deep Reinforcement Learning Robert Kirk , Amy Zhang, Edward Grefenstette, Tim Rocktäschel arXiv preprint, 2021-11-18 https://arxiv.org/abs/2111.09794

Links to robertkirk.github.io (2)

• samvelyan.com Mikayel Samvelyan
• ekdeepslubana.github.io Ekdeep Singh Lubana