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Robert Kirk — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Robert Kirk
7
papers ·
40
citations ·
25
h-index
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Most-cited papers
Understanding the Effects of RLHF on LLM Generalisation and Diversity
2023 · 14 citations
A Survey of Zero-shot Generalisation in Deep Reinforcement Learning
2021 · 13 citations
MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research
2021 · 11 citations
Reward Model Ensembles Help Mitigate Overoptimization
2023 · 2 citations
Graph Backup: Data Efficient Backup Exploiting Markovian Transitions
2022
Domain Generalization for Robust Model-Based Offline Reinforcement Learning
2022
Leading the Pack: N-player Opponent Shaping
2023
Top co-authors
Edward Grefenstette
· 5
Tim Rockt\"aschel
· 4
David Krueger
· 2
Eric Hambro
· 2
Usman Anwar
· 2
Akbir Khan
· 1
Alan Clark
· 1
Alexandra Souly
· 1
Amy Zhang
· 1
Chris Lu
· 1
Christoforos Nalmpantis
· 1
Fabio Petroni
· 1
Topics
Exploration
Game AI
Offline RL
Model-Based RL
Meta-RL
RLHF & Alignment
Value-Based
Policy Gradient
Safe RL
Multi-Agent