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Home
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A blog about AI, NLP, RL, Meta Learning, AI safety, Interpretability and who knows what else.
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Robert Kirk
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Robert Kirk
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2025-12-17 22:14:24
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Home | Robert Kirk Robert Kirk Home Posts Home 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. Publications 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 Graph Backup: Data Efficient Backup Exploiting Markovian Data Zhengyao Jiang, Tianjun Zhang, Robert Kirk , Tim Rocktäschel, Edward Grefenstette Deep RL Workshop NeurIPS 2021 https://openreview.net/forum?id=0UQqmPGuL4n MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research Mikayel Samvelyan, Robert Kirk , Vitaly Kurin, Jack Parker-Holder, Minqi Jiang, Eric Hambro, Fabio Petr...
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