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Claire Glanois

3 accepted papers

2023

MarioGPT: Open-Ended Text2Level Generation through Large Language Models

NeurIPS 2023poster

Procedural Content Generation (PCG) is a technique to generate complex and diverse environments in an automated way. However, while generating content with PCG methods is often straightforward, generating meaningful content that reflects specific intentions and constraints remains challenging. Furt…

2022

Neuro-Symbolic Hierarchical Rule Induction

ICML 2022spotlight

We propose Neuro-Symbolic Hierarchical Rule Induction, an efficient interpretable neuro-symbolic model, to solve Inductive Logic Programming (ILP) problems. In this model, which is built from a pre-defined set of meta-rules organized in a hierarchical structure, first-order rules are invented by lea…

2021

Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning

ICML 2021spotlight

We consider the problem of learning fair policies in (deep) cooperative multi-agent reinforcement learning (MARL). We formalize it in a principled way as the problem of optimizing a welfare function that explicitly encodes two important aspects of fairness: efficiency and equity. We provide a theore…

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