Imitation Upper Confidence Bound for Bandits on a Graph. - Andrei Lupu; Doina Precup (AAAI, 2018)

Leveraging Observational Learning for Exploration in Bandits. - Andrei Lupu; Audrey Durand; Doina Precup (AAMAS, 2018)

Leveraging Observations in Bandits: Between Risks and Benefits. - Andrei Lupu; Audrey Durand; Doina Precup (AAAI, 2019)

Gifting in Multi-Agent Reinforcement Learning (Student Abstract). - Andrei Lupu; Doina Precup (AAAI, 2020)

Option-Critic in Cooperative Multi-agent Systems. - Jhelum Chakravorty; Patrick Nadeem Ward; Julien Roy; Maxime Chevalier-Boisvert; Sumana Basu; Andrei Lupu; Doina Precup (AAMAS, 2020)

Gifting in Multi-Agent Reinforcement Learning. - Andrei Lupu; Doina Precup (AAMAS, 2020)

Trajectory Diversity for Zero-Shot Coordination. - Andrei Lupu; Hengyuan Hu; Jakob N. Foerster (AAMAS, 2021)

Trajectory Diversity for Zero-Shot Coordination. - Andrei Lupu; Brandon Cui; Hengyuan Hu; Jakob N. Foerster (ICML, 2021)

Off-Team Learning. - Brandon Cui; Hengyuan Hu; Andrei Lupu; Samuel Sokota; Jakob N. Foerster (NeurIPS, 2022)

Self-Explaining Deviations for Coordination. - Hengyuan Hu; Samuel Sokota; David J. Wu 002; Anton Bakhtin; Andrei Lupu; Brandon Cui; Jakob N. Foerster (NeurIPS, 2022)

Grounding Aleatoric Uncertainty for Unsupervised Environment Design. - Minqi Jiang; Michael Dennis 001; Jack Parker-Holder; Andrei Lupu; Heinrich Küttler; Edward Grefenstette; Tim Rocktäschel; Jakob N. Foerster (NeurIPS, 2022)

Adversarial Diversity in Hanabi. - Brandon Cui; Andrei Lupu; Samuel Sokota; Hengyuan Hu; David J. Wu 002; Jakob Nicolaus Foerster (ICLR, 2023)

JaxMARL: Multi-Agent RL Environments in JAX. - Alexander Rutherford; Benjamin Ellis; Matteo Gallici; Jonathan Cook 004; Andrei Lupu; Garðar Ingvarsson; Timon Willi; Akbir Khan; Christian Schröder de Witt; Alexandra Souly; Saptarashmi Bandyopadhyay; Mikayel Samvelyan; et al. (CoRR, 2023)

JaxMARL: Multi-Agent RL Environments and Algorithms in JAX. - Alexander Rutherford; Benjamin Ellis; Matteo Gallici; Jonathan Cook 004; Andrei Lupu; Garðar Ingvarsson; Timon Willi; Akbir Khan; Christian Schröder de Witt; Alexandra Souly; Saptarashmi Bandyopadhyay; Mikayel Samvelyan; et al. (AAMAS, 2024)

Behaviour Distillation. - Andrei Lupu; Chris Lu 001; Jarek Liesen; Robert Tjarko Lange; Jakob Nicolaus Foerster (ICLR, 2024)

Adam on Local Time: Addressing Nonstationarity in RL with Relative Adam Timesteps. - Benjamin Ellis; Matthew Thomas Jackson; Andrei Lupu; Alexander David Goldie; Mattie Fellows; Shimon Whiteson; Jakob N. Foerster (NeurIPS, 2024)

JaxMARL: Multi-Agent RL Environments and Algorithms in JAX. - Alexander Rutherford; Benjamin Ellis; Matteo Gallici; Jonathan Cook 004; Andrei Lupu; Garðar Ingvarsson; Timon Willi; Ravi Hammond; Akbir Khan; Christian Schröder de Witt; Alexandra Souly; Saptarashmi Bandyopadhyay; et al. (NeurIPS, 2024)

Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts. - Mikayel Samvelyan; Sharath Chandra Raparthy; Andrei Lupu; Eric Hambro; Aram H. Markosyan; Manish Bhatt; Yuning Mao; Minqi Jiang; Jack Parker-Holder; Jakob N. Foerster; Tim Rocktäschel; Roberta Raileanu (NeurIPS, 2024)

Discovering Minimal Reinforcement Learning Environments. - Jarek Liesen; Chris Lu 001; Andrei Lupu; Jakob N. Foerster; Henning Sprekeler; Robert T. Lange (CoRR, 2024)

CURATe: Benchmarking Personalised Alignment of Conversational AI Assistants. - Lize Alberts; Benjamin Ellis; Andrei Lupu; Jakob N. Foerster (CoRR, 2024)

OvercookedV2: Rethinking Overcooked for Zero-Shot Coordination. - Tobias Gessler; Tin Dizdarevic; Ani Calinescu; Benjamin Ellis; Andrei Lupu; Jakob Nicolaus Foerster (ICLR, 2025)

The Decrypto Benchmark for Multi-Agent Reasoning and Theory of Mind. - Andrei Lupu; Timon Willi; Jakob N. Foerster (CoRR, 2025)

Ad-Hoc Human-AI Coordination Challenge. - Tin Dizdarevic; Ravi Hammond; Tobias Gessler; Anisoara Calinescu; Jonathan Cook 004; Matteo Gallici; Andrei Lupu; Darius Muglich; Johannes Forkel; Jakob Nicolaus Foerster (CoRR, 2025)

The Automated LLM Speedrunning Benchmark: Reproducing NanoGPT Improvements. - Bingchen Zhao; Despoina Magka; Minqi Jiang; Xian Li; Roberta Raileanu; Tatiana Shavrina; Jean-Christophe Gagnon-Audet; Kelvin Niu; Shagun Sodhani; Michael Shvartsman; Andrei Lupu; Alisia Maria Lupidi; et al. (CoRR, 2025)

AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-bench. - Edan Toledo; Karen Hambardzumyan; Martin Josifoski; Rishi Hazra; Nicolas Mario Baldwin; Alexis Audran-Reiss; Michael Kuchnik; Despoina Magka; Minqi Jiang; Alisia Maria Lupidi; Andrei Lupu; Roberta Raileanu; et al. (CoRR, 2025)