Christianos, Filippos

11 publications

ECML-PKDD 2025 A Bilevel Reinforcement Learning Framework with Language Prior Knowledge Xue Yan, Yan Song, Xinyu Cui, Filippos Christianos, Haifeng Zhang, Jun Wang, David Mguni

ICLRW 2025 LM2: Large Memory Models for Long Context Reasoning Jikun Kang, Wenqi Wu, Filippos Christianos, Alex James Chan, Fraser David Greenlee, George Thomas, Marvin Purtorab, Andrew Toulis

ICLR 2025 Lightweight Neural App Control Filippos Christianos, Georgios Papoudakis, Thomas Coste, Jianye Hao, Jun Wang, Kun Shao

NeurIPSW 2024 Lightweight Neural App Control Filippos Christianos, Georgios Papoudakis, Thomas Coste, Jianye Hao, Jun Wang, Kun Shao

NeurIPSW 2023 Learning Task Embeddings for Teamwork Adaptation in Multi-Agent Reinforcement Learning Lukas Schäfer, Filippos Christianos, Amos Storkey, Stefano Albrecht

TMLR 2023 Pareto Actor-Critic for Equilibrium Selection in Multi-Agent Reinforcement Learning Filippos Christianos, Georgios Papoudakis, Stefano V Albrecht

NeurIPS 2021 Agent Modelling Under Partial Observability for Deep Reinforcement Learning Georgios Papoudakis, Filippos Christianos, Stefano Albrecht

ICMLW 2021 Decoupling Exploration and Exploitation in Reinforcement Learning Lukas Schäfer, Filippos Christianos, Josiah Hanna, Stefano V Albrecht

ICML 2021 Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing Filippos Christianos, Georgios Papoudakis, Muhammad A Rahman, Stefano V Albrecht

ICML 2021 Towards Open Ad Hoc Teamwork Using Graph-Based Policy Learning Muhammad A Rahman, Niklas Hopner, Filippos Christianos, Stefano V Albrecht

NeurIPS 2020 Shared Experience Actor-Critic for Multi-Agent Reinforcement Learning Filippos Christianos, Lukas Schäfer, Stefano Albrecht