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Filippos Christianos
Filippos Christianos
Verified email at ed.ac.uk - Homepage
Title
Cited by
Cited by
Year
Benchmarking multi-agent deep reinforcement learning algorithms in cooperative tasks
G Papoudakis, F Christianos, L Schäfer, SV Albrecht
Advances in Neural Information Processing Systems 34, 2020
218*2020
Dealing with non-stationarity in multi-agent deep reinforcement learning
G Papoudakis, F Christianos, A Rahman, SV Albrecht
arXiv preprint arXiv:1906.04737, 2019
1882019
Shared Experience Actor-Critic for Multi-Agent Reinforcement Learning
F Christianos, L Schäfer, SV Albrecht
Advances in Neural Information Processing Systems 33, 10707-10717, 2020
1472020
Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing
F Christianos, G Papoudakis, A Rahman, SV Albrecht
International Conference on Machine Learning, 1989-1998, 2021
902021
Agent modelling under partial observability for deep reinforcement learning
G Papoudakis, F Christianos, S Albrecht
Advances in Neural Information Processing Systems 34, 19210-19222, 2021
56*2021
Towards open ad hoc teamwork using graph-based policy learning
MA Rahman, N Hopner, F Christianos, SV Albrecht
International conference on machine learning, 8776-8786, 2021
512021
Multi-agent reinforcement learning: Foundations and modern approaches
SV Albrecht, F Christianos, L Schäfer
Massachusetts Institute of Technology: Cambridge, MA, USA, 2023
342023
Decoupled reinforcement learning to stabilise intrinsically-motivated exploration
L Schäfer, F Christianos, JP Hanna, SV Albrecht
arXiv preprint arXiv:2107.08966, 2021
32*2021
Deep reinforcement learning for multi-agent interaction
IH Ahmed, C Brewitt, I Carlucho, F Christianos, M Dunion, E Fosong, ...
Ai Communications 35 (4), 357-368, 2022
122022
Pangu-agent: A fine-tunable generalist agent with structured reasoning
F Christianos, G Papoudakis, M Zimmer, T Coste, Z Wu, J Chen, ...
arXiv preprint arXiv:2312.14878, 2023
62023
Planning with occluded traffic agents using bi-level variational occlusion models
F Christianos, P Karkus, B Ivanovic, SV Albrecht, M Pavone
2023 IEEE International Conference on Robotics and Automation (ICRA), 5558-5565, 2023
62023
Efficient multi-criteria coalition formation using hypergraphs (with application to the v2g problem)
F Christianos, G Chalkiadakis
Multi-Agent Systems and Agreement Technologies: 14th European Conference …, 2017
62017
Learning task embeddings for teamwork adaptation in multi-agent reinforcement learning
L Schäfer, F Christianos, A Storkey, SV Albrecht
arXiv preprint arXiv:2207.02249, 2022
52022
A low-complexity non-intrusive approach to predict the energy demand of buildings over short-term horizons
AA Panagopoulos, F Christianos, M Katsigiannis, K Mykoniatis, M Pritoni, ...
Advances in Building Energy Research 16 (2), 202-213, 2022
52022
Employing hypergraphs for efficient coalition formation with application to the V2G problem
F Christianos, G Chalkiadakis
ECAI 2016, 1604-1605, 2016
42016
SMAClite: A Lightweight Environment for Multi-Agent Reinforcement Learning
A Michalski, F Christianos, SV Albrecht
arXiv preprint arXiv:2305.05566, 2023
32023
Hamiltonian latent operators for content and motion disentanglement in image sequences
A Khan, AJ Storkey
Advances in Neural Information Processing Systems 35, 7250-7263, 2022
32022
Ask more, know better: Reinforce-Learned Prompt Questions for Decision Making with Large Language Models
X Yan, Y Song, X Cui, F Christianos, H Zhang, DH Mguni, J Wang
arXiv preprint arXiv:2310.18127, 2023
22023
Pareto Actor-Critic for Equilibrium Selection in Multi-Agent Reinforcement Learning
F Christianos, G Papoudakis, SV Albrecht
arXiv preprint arXiv:2209.14344, 2022
22022
iPlugie: Intelligent electric vehicle charging in buildings with grid-connected intermittent energy resources
AA Panagopoulos, F Christianos, M Katsigiannis, K Mykoniatis, ...
Simulation Modelling Practice and Theory 115, 102439, 2022
22022
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Articles 1–20