متابعة
Robert Kirk
Robert Kirk
Research Scientist, UK AI Safety Institute
بريد إلكتروني تم التحقق منه على dsit.gov.uk - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
A Survey of Zero-shot Generalisation in Deep Reinforcement Learning‏
R Kirk, A Zhang, E Grefenstette, T Rocktäschel‏
Journal of Artificial Intelligence Research 76, 201-264, 2023‏
4132023
MiniHack the Planet: A Sandbox for Open-ended Reinforcement Learning Research‏
M Samvelyan, R Kirk, V Kurin, J Parker-Holder, M Jiang, E Hambro, ...‏
NeurIPS 2021 Datasets and Benchmarks Track, 2021‏
992021
Understanding the Effects of RLHF on LLM Generalisation and Diversity‏
R Kirk, I Mediratta, C Nalmpantis, J Luketina, E Hambro, E Grefenstette, ...‏
ICLR 2024, 2023‏
832023
Reward Model Ensembles Help Mitigate Overoptimization‏
T Coste, U Anwar, R Kirk, D Krueger‏
ICLR 2024, 2023‏
832023
Mechanistically analyzing the effects of fine-tuning on procedurally defined tasks‏
S Jain, R Kirk, ES Lubana, RP Dick, H Tanaka, E Grefenstette, ...‏
ICLR 2024, 2023‏
472023
Insights from the neurips 2021 nethack challenge‏
E Hambro, S Mohanty, D Babaev, M Byeon, D Chakraborty, ...‏
NeurIPS 2021 Competitions and Demonstrations Track, 41-52, 2022‏
232022
Generalization to new sequential decision making tasks with in-context learning‏
SC Raparthy, E Hambro, R Kirk, M Henaff, R Raileanu‏
ICML 2024, 2023‏
142023
Analyzing the Generalization and Reliability of Steering Vectors‏
D Tan, D Chanin, A Lynch, D Kanoulas, B Paige, A Garriga-Alonso, R Kirk‏
arXiv preprint arXiv:2407.12404, 2024‏
72024
A study of off-policy learning in environments with procedural content generation‏
A Ehrenberg, R Kirk, M Jiang, E Grefenstette, T Rocktäschel‏
ICLR Workshop on Agent Learning in Open-Endedness, 2022‏
62022
Open problems in machine unlearning for ai safety‏
F Barez, T Fu, A Prabhu, S Casper, A Sanyal, A Bibi, A O'Gara, R Kirk, ...‏
arXiv preprint arXiv:2501.04952, 2025‏
42025
Graph backup: Data efficient backup exploiting markovian transitions‏
Z Jiang, T Zhang, R Kirk, T Rocktäschel, E Grefenstette‏
arXiv preprint arXiv:2205.15824, 2022‏
4*2022
Procedural knowledge in pretraining drives reasoning in large language models‏
L Ruis, M Mozes, J Bae, SR Kamalakara, D Talupuru, A Locatelli, R Kirk, ...‏
arXiv preprint arXiv:2411.12580, 2024‏
32024
Leading the Pack: N-player Opponent Shaping‏
A Souly, T Willi, A Khan, R Kirk, C Lu, E Grefenstette, T Rocktäschel‏
arXiv preprint arXiv:2312.12564, 2023‏
32023
Domain Generalization for Robust Model-Based Offline Reinforcement Learning‏
A Clark, SA Siddiqui, R Kirk, U Anwar, S Chung, D Krueger‏
arXiv preprint arXiv:2211.14827, 2022‏
12022
Model Tampering Attacks Enable More Rigorous Evaluations of LLM Capabilities‏
Z Che, S Casper, R Kirk, A Satheesh, S Slocum, LE McKinney, ...‏
arXiv preprint arXiv:2502.05209, 2025‏
2025
What Mechanisms Does Knowledge Distillation Distill?‏
C Wu, ES Lubana, BK Mlodozeniec, R Kirk, D Krueger‏
Proceedings of UniReps: the First Workshop on Unifying Representations in …, 2024‏
2024
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مقالات 1–16