Robert Kirk

Publication Activity (10 Years)

Years Active: 1980-2024
Publications (10 Years): 18

Top Topics

Function Approximation

Massively Multiplayer Online Role Playing Games

Sequential Decision Making

Reinforcement Learning

Top Venues

J. Artif. Intell. Res.

Publications

Robert Kirk, Ishita Mediratta, Christoforos Nalmpantis, Jelena Luketina, Eric Hambro, Edward Grefenstette, Roberta Raileanu
Understanding the Effects of RLHF on LLM Generalisation and Diversity. ICLR (2024)
Samyak Jain, Robert Kirk, Ekdeep Singh Lubana, Robert P. Dick, Hidenori Tanaka, Tim Rocktäschel, Edward Grefenstette, David Scott Krueger
Mechanistically analyzing the effects of fine-tuning on procedurally defined tasks. ICLR (2024)
Daniel Tan, David Chanin, Aengus Lynch, Dimitrios Kanoulas, Brooks Paige, Adrià Garriga-Alonso, Robert Kirk
Analyzing the Generalization and Reliability of Steering Vectors. CoRR (2024)
Thomas Coste, Usman Anwar, Robert Kirk, David Krueger
Reward Model Ensembles Help Mitigate Overoptimization. ICLR (2024)
Cindy Wu, Ekdeep Singh Lubana, Bruno Kacper Mlodozeniec, Robert Kirk, David Krueger
What Mechanisms Does Knowledge Distillation Distill? UniReps (2023)
Sharath Chandra Raparthy, Eric Hambro, Robert Kirk, Mikael Henaff, Roberta Raileanu
Generalization to New Sequential Decision Making Tasks with In-Context Learning. CoRR (2023)
Thomas Coste, Usman Anwar, Robert Kirk, David Krueger
Reward Model Ensembles Help Mitigate Overoptimization. CoRR (2023)
Robert Kirk, Amy Zhang, Edward Grefenstette, Tim Rocktäschel
A Survey of Zero-shot Generalisation in Deep Reinforcement Learning. J. Artif. Intell. Res. 76 (2023)
Robert Kirk, Ishita Mediratta, Christoforos Nalmpantis, Jelena Luketina, Eric Hambro, Edward Grefenstette, Roberta Raileanu
Understanding the Effects of RLHF on LLM Generalisation and Diversity. CoRR (2023)
Samyak Jain, Robert Kirk, Ekdeep Singh Lubana, Robert P. Dick, Hidenori Tanaka, Edward Grefenstette, Tim Rocktäschel, David Scott Krueger
Mechanistically analyzing the effects of fine-tuning on procedurally defined tasks. CoRR (2023)
Alexandra Souly, Timon Willi, Akbir Khan, Robert Kirk, Chris Lu, Edward Grefenstette, Tim Rocktäschel
Leading the Pack: N-player Opponent Shaping. CoRR (2023)
Zhengyao Jiang, Tianjun Zhang, Robert Kirk, Tim Rocktäschel, Edward Grefenstette
Graph Backup: Data Efficient Backup Exploiting Markovian Transitions. CoRR (2022)
Eric Hambro, Sharada P. Mohanty, Dmitrii Babaev, Minwoo Byeon, Dipam Chakraborty, Edward Grefenstette, Minqi Jiang, DaeJin Jo, Anssi Kanervisto, Jongmin Kim, Sungwoong Kim, Robert Kirk, Vitaly Kurin, Heinrich Küttler, Taehwon Kwon, Donghoon Lee, Vegard Mella, Nantas Nardelli, Ivan Nazarov, Nikita Ovsov, Jack Parker-Holder, Roberta Raileanu, Karolis Ramanauskas, Tim Rocktäschel, Danielle Rothermel, Mikayel Samvelyan, Dmitry Sorokin, Maciej Sypetkowski, Michal Sypetkowski
Insights From the NeurIPS 2021 NetHack Challenge. CoRR (2022)
Alan Clark, Shoaib Ahmed Siddiqui, Robert Kirk, Usman Anwar, Stephen Chung, David Krueger
Domain Generalization for Robust Model-Based Offline Reinforcement Learning. CoRR (2022)
Eric Hambro, Sharada P. Mohanty, Dmitrii Babaev, Minwoo Byeon, Dipam Chakraborty, Edward Grefenstette, Minqi Jiang, DaeJin Jo, Anssi Kanervisto, Jongmin Kim, Sungwoong Kim, Robert Kirk, Vitaly Kurin, Heinrich Küttler, Taehwon Kwon, Donghoon Lee, Vegard Mella, Nantas Nardelli, Ivan Nazarov, Nikita Ovsov, Jack Holder, Roberta Raileanu, Karolis Ramanauskas, Tim Rocktäschel, Danielle Rothermel, Mikayel Samvelyan, Dmitry Sorokin, Maciej Sypetkowski, Michal Sypetkowski
Insights From the NeurIPS 2021 NetHack Challenge. NeurIPS (Competition and Demos) (2021)
Mikayel Samvelyan, Robert Kirk, Vitaly Kurin, Jack Parker-Holder, Minqi Jiang, Eric Hambro, Fabio Petroni, Heinrich Küttler, Edward Grefenstette, Tim Rocktäschel
MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research. NeurIPS Datasets and Benchmarks (2021)
Robert Kirk, Amy Zhang, Edward Grefenstette, Tim Rocktäschel
A Survey of Generalisation in Deep Reinforcement Learning. CoRR (2021)
Mikayel Samvelyan, Robert Kirk, Vitaly Kurin, Jack Parker-Holder, Minqi Jiang, Eric Hambro, Fabio Petroni, Heinrich Küttler, Edward Grefenstette, Tim Rocktäschel
MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research. CoRR (2021)
Robert Kirk
Physicalism and strict implication. Synth. 151 (3) (2006)
Robert Kirk
How physicalists can avoid reductionism. Synth. 108 (2) (1996)
Pauline Ng, Wolfram Glauert, Robert Kirk
A timing verification system based on extracted MOS/VLSI circuit parameters. DAC (1981)
Dave Clary, Robert Kirk, Steve Sapiro
SIDS (A Symbolic Interactive Design System). DAC (1980)