Christianos, Filippos

1. LM2: Large Memory Models
   2025/02/09 by Jikun Kang, Wenqi Wu, Kang, Jikun +14 · 11 voices · 4 citations
   Computer Science · #Parallel Computing and Optimization Techniques #cs.AI #cs.CL
2. Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative Tasks
   2020/06/14 by Papoudakis, Georgios, Christianos, Filippos, Schäfer, Lukas +1 · 34 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA)
3. Towards Open Ad Hoc Teamwork Using Graph-based Policy Learning
   2020/06/18 by Arrasy Rahman, Rahman, Arrasy, Niklas Höpner +5 · 9 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #Transportation and Mobility Innovations
4. Agent Modelling under Partial Observability for Deep Reinforcement Learning
   2020/06/16 by Georgios Papoudakis, Filippos Christianos, Papoudakis, Georgios +3 · 9 citations
   Computer Science · #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
5. Dealing with Non-Stationarity in Multi-Agent Deep Reinforcement Learning
   2019/06/11 by Papoudakis, Georgios, Christianos, Filippos, Rahman, Arrasy +1 · 7 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA)
6. Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing
   2021/02/15 by Christianos, Filippos, Papoudakis, Georgios, Rahman, Arrasy +1 · 7 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
7. Pareto Actor-Critic for Equilibrium Selection in Multi-Agent Reinforcement Learning
   2022/09/28 by Filippos Christianos, Georgios Papoudakis, Christianos, Filippos +3 · 4 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
8. Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning
   2023/12/22 by Filippos Christianos, Georgios Papoudakis, Christianos, Filippos +29 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
9. Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration
   2021/07/19 by Schäfer, Lukas, Christianos, Filippos, Hanna, Josiah P. +1 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Learning Task Embeddings for Teamwork Adaptation in Multi-Agent Reinforcement Learning
    2022/07/05 by Schäfer, Lukas, Christianos, Filippos, Storkey, Amos +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
11. Planning with Occluded Traffic Agents using Bi-Level Variational Occlusion Models
    2022/10/26 by Christianos, Filippos, Karkus, Peter, Ivanovic, Boris +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
12. Lightweight Neural App Control
    2024/10/23 by Filippos Christianos, Georgios Papoudakis, Christianos, Filippos +9 · 3 citations
    Computer Science · #Neural Networks and Applications
13. Revisiting the Gumbel-Softmax in MADDPG
    2023/02/23 by Callum Rhys Tilbury, Filippos Christianos, Tilbury, Callum Rhys +3 · 1 citation
    Computer Science · #Adaptive Dynamic Programming Control #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
14. Intrinsic Language-Guided Exploration for Complex Long-Horizon Robotic Manipulation Tasks
    2023/09/28 by Triantafyllidis, Eleftherios, Christianos, Filippos, Li, Zhibin · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
15. WebGames: Challenging General-Purpose Web-Browsing AI Agents
    2025/02/25 by George Thomas, Thomas, George, Chan, Alex J. +11 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Spam and Phishing Detection #Web Data Mining and Analysis