Robert Kirk

According to our database, Robert Kirk authored at least 17 papers between 1980 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Analyzing the Generalization and Reliability of Steering Vectors.

Daniel Tan, David Chanin, Aengus Lynch, Dimitrios Kanoulas, Brooks Paige, Adrià Garriga-Alonso, Robert Kirk

CoRR, 2024

Generalization to New Sequential Decision Making Tasks with In-Context Learning.

Sharath Chandra Raparthy, Eric Hambro, Robert Kirk, Mikael Henaff, Roberta Raileanu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Understanding the Effects of RLHF on LLM Generalisation and Diversity.

Robert Kirk, Ishita Mediratta, Christoforos Nalmpantis, Jelena Luketina, Eric Hambro, Edward Grefenstette, Roberta Raileanu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Mechanistically analyzing the effects of fine-tuning on procedurally defined tasks.

Samyak Jain, Robert Kirk, Ekdeep Singh Lubana, Robert P. Dick, Hidenori Tanaka, Tim Rocktäschel, Edward Grefenstette, David Scott Krueger

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Reward Model Ensembles Help Mitigate Overoptimization.

Thomas Coste, Usman Anwar, Robert Kirk, David Krueger

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

A Survey of Zero-shot Generalisation in Deep Reinforcement Learning.

Robert Kirk, Amy Zhang, Edward Grefenstette, Tim Rocktäschel

J. Artif. Intell. Res., 2023

Leading the Pack: N-player Opponent Shaping.

Alexandra Souly, Timon Willi, Akbir Khan, Robert Kirk, Chris Lu, Edward Grefenstette, Tim Rocktäschel

CoRR, 2023

What Mechanisms Does Knowledge Distillation Distill?

Cindy Wu, Ekdeep Singh Lubana, Bruno Kacper Mlodozeniec, Robert Kirk, David Krueger

Proceedings of UniReps: the First Workshop on Unifying Representations in Neural Models, 2023

2022

Domain Generalization for Robust Model-Based Offline Reinforcement Learning.

Alan Clark, Shoaib Ahmed Siddiqui, Robert Kirk, Usman Anwar, Stephen Chung, David Krueger

CoRR, 2022

Graph Backup: Data Efficient Backup Exploiting Markovian Transitions.

Zhengyao Jiang, Tianjun Zhang, Robert Kirk, Tim Rocktäschel, Edward Grefenstette

CoRR, 2022

2021

A Survey of Generalisation in Deep Reinforcement Learning.

Robert Kirk, Amy Zhang, Edward Grefenstette, Tim Rocktäschel

CoRR, 2021

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 Petroni, Heinrich Küttler, Edward Grefenstette, Tim Rocktäschel

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Insights From the NeurIPS 2021 NetHack Challenge.

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

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

2006

Physicalism and strict implication.

Robert Kirk

Synth., 2006

1996

How physicalists can avoid reductionism.

Robert Kirk

Synth., 1996

1981

A timing verification system based on extracted MOS/VLSI circuit parameters.

Pauline Ng, Wolfram Glauert, Robert Kirk

Proceedings of the 18th Design Automation Conference, 1981

1980

SIDS (A Symbolic Interactive Design System).

Dave Clary, Robert Kirk, Steve Sapiro

Proceedings of the 17th Design Automation Conference, 1980