Employing Hypergraphs for Efficient Coalition Formation with Application to the V2G Problem. - Filippos Christianos; Georgios Chalkiadakis (ECAI, 2016)

Efficient Multi-criteria Coalition Formation Using Hypergraphs (with Application to the V2G Problem). - Filippos Christianos; Georgios Chalkiadakis (EUMAS/AT, 2016)

Dealing with Non-Stationarity in Multi-Agent Deep Reinforcement Learning. - Georgios Papoudakis; Filippos Christianos; Arrasy Rahman; Stefano V. Albrecht (CoRR, 2019)

Shared Experience Actor-Critic for Multi-Agent Reinforcement Learning. - Filippos Christianos; Lukas Schäfer 001; Stefano V. Albrecht (NeurIPS, 2020)

Comparative Evaluation of Multi-Agent Deep Reinforcement Learning Algorithms. - Georgios Papoudakis; Filippos Christianos; Lukas Schäfer 001; Stefano V. Albrecht (CoRR, 2020)

Opponent Modelling with Local Information Variational Autoencoders. - Georgios Papoudakis; Filippos Christianos; Stefano V. Albrecht (CoRR, 2020)

Open Ad Hoc Teamwork using Graph-based Policy Learning. - Arrasy Rahman; Niklas Höpner; Filippos Christianos; Stefano V. Albrecht (CoRR, 2020)

Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing. - Filippos Christianos; Georgios Papoudakis; Arrasy Rahman; Stefano V. Albrecht (ICML, 2021)

Towards Open Ad Hoc Teamwork Using Graph-based Policy Learning. - Arrasy Rahman; Niklas Höpner; Filippos Christianos; Stefano V. Albrecht (ICML, 2021)

Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative Tasks. - Georgios Papoudakis; Filippos Christianos; Lukas Schäfer 001; Stefano V. Albrecht (NeurIPS Datasets and Benchmarks, 2021)

Agent Modelling under Partial Observability for Deep Reinforcement Learning. - Georgios Papoudakis; Filippos Christianos; Stefano V. Albrecht (NeurIPS, 2021)

Decoupling Exploration and Exploitation in Reinforcement Learning. - Lukas Schäfer 001; Filippos Christianos; Josiah Hanna; Stefano V. Albrecht (CoRR, 2021)

Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration. - Lukas Schäfer 001; Filippos Christianos; Josiah P. Hanna; Stefano V. Albrecht (AAMAS, 2022)

Collaborative Training of Multiple Autonomous Agents. - Filippos Christianos (AAMAS, 2022)

Deep reinforcement learning for multi-agent interaction. - Ibrahim H. Ahmed 006; Cillian Brewitt; Ignacio Carlucho; Filippos Christianos; Mhairi Dunion; Elliot Fosong; Samuel Garcin; Shangmin Guo; Balint Gyevnar; Trevor McInroe; Georgios Papoudakis; Arrasy Rahman; et al. (AI Commun., 2022)

Learning Task Embeddings for Teamwork Adaptation in Multi-Agent Reinforcement Learning. - Lukas Schäfer 001; Filippos Christianos; Amos J. Storkey; Stefano V. Albrecht (CoRR, 2022)

iPlugie: Intelligent electric vehicle charging in buildings with grid-connected intermittent energy resources. - Athanasios Aris Panagopoulos; Filippos Christianos; Michail Katsigiannis; Konstantinos Mykoniatis; Georgios Chalkiadakis; Marco Pritoni; Therese Peffer; Orestis P. Panagopoulos; Emmanouil S. Rigas; David E. Culler; Nicholas R. Jennings; Timothy Lipman (Simul. Model. Pract. Theory, 2022)

Planning with Occluded Traffic Agents using Bi-Level Variational Occlusion Models. - Filippos Christianos; Péter Karkus; Boris Ivanovic; Stefano V. Albrecht; Marco Pavone 001 (ICRA, 2023)

Revisiting the Gumbel-Softmax in MADDPG. - Callum Rhys Tilbury; Filippos Christianos; Stefano V. Albrecht (CoRR, 2023)

SMAClite: A Lightweight Environment for Multi-Agent Reinforcement Learning. - Adam Michalski; Filippos Christianos; Stefano V. Albrecht (CoRR, 2023)

Ask more, know better: Reinforce-Learned Prompt Questions for Decision Making with Large Language Models. - Xue Yan; Yan Song 003; Xinyu Cui; Filippos Christianos; Haifeng Zhang 002; David Henry Mguni; Jun Wang 012 (CoRR, 2023)

Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning. - Filippos Christianos; Georgios Papoudakis; Matthieu Zimmer; Thomas Coste; Zhihao Wu; Jingxuan Chen; Khyati Khandelwal; James Doran; Xidong Feng; Jiacheng Liu; Zheng Xiong; Yicheng Luo; et al. (CoRR, 2023)

Pareto Actor-Critic for Equilibrium Selection in Multi-Agent Reinforcement Learning. - Filippos Christianos; Georgios Papoudakis; Stefano V. Albrecht (Trans. Mach. Learn. Res., 2023)

Intrinsic Language-Guided Exploration for Complex Long-Horizon Robotic Manipulation Tasks. - Eleftherios Triantafyllidis; Filippos Christianos; Zhibin Li 001 (ICRA, 2024)

Lightweight Neural App Control. - Filippos Christianos; Georgios Papoudakis; Thomas Coste; Jianye Hao; Jun Wang 012; Kun Shao (ICLR, 2025)

LM2: Large Memory Models. - Jikun Kang; Wenqi Wu; Filippos Christianos; Alex J. Chan; Fraser Greenlee; George Thomas; Marvin Purtorab; Andy Toulis (CoRR, 2025)

WebGames: Challenging General-Purpose Web-Browsing AI Agents. - George Thomas; Alex J. Chan; Jikun Kang; Wenqi Wu; Filippos Christianos; Fraser Greenlee; Andy Toulis; Marvin Purtorab (CoRR, 2025)