Romuald Élie
- Mastering the game of Stratego with model-free multiagent reinforcement learning
2022/06/30 by Julien Pérolat, Julien Perolat, Bart De Vylder +38 · 6 voices · 21 citations
Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Artificial Intelligence in Games #Advanced Bandit Algorithms Research
- TacticAI: an AI assistant for football tactics
2023/10/16 by Zhe Wang, Petar Veličković, Wang, Zhe +43 · 13 citations
Economics, Econometrics and Finance · Engineering · Medicine · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Sports Analytics and Performance #Sports Dynamics and Biomechanics #Sports Performance and Training
- Learning in Mean Field Games: A Survey
2022/05/25 by Mathieu Laurière, Laurière, Mathieu, Sarah Perrin +13 · 1 voice · 7 citations
Economics, Econometrics and Finance · #Sports Analytics and Performance #cs.AI #cs.GT #cs.LG #math.OC
- Fictitious Play for Mean Field Games: Continuous Time Analysis and\n Applications
2020/07/05 by Sarah Perrin, Perrin, Sarah, Julien Pérolat +9 · 7 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Game Theory and Applications #Reinforcement Learning in Robotics
- Scalable Deep Reinforcement Learning Algorithms for Mean Field Games
2022/03/22 by Mathieu Laurière, Laurière, Mathieu, Sarah Perrin +19 · 6 citations
Decision Sciences · Economics, Econometrics and Finance · #FOS: Computer and information sciences #FOS: Mathematics #Game Theory and Applications #Innovation Diffusion and Forecasting #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sports Analytics and Performance
- Discrete-time approximation of decoupled Forward–Backward SDE with jumps
2007/04/24 by Bruno Bouchard, Romuald Elie, Romuald Élie · 3 citations
Economics, Econometrics and Finance · Decision Sciences · Mathematics · #Stochastic processes and financial applications #Risk and Portfolio Optimization #Statistical Methods and Inference
- Conditional Loss and Deep Euler Scheme for Time Series Generation
2021/02/10 by Carl Remlinger, Joseph Mikael, Remlinger, Carl +3 · 2 citations
Computer Science · Physics and Astronomy · Economics, Econometrics and Finance · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Sports Analytics and Performance
- Time-series Imputation of Temporally-occluded Multiagent Trajectories
2021/06/08 by Shayegan Omidshafiei, Omidshafiei, Shayegan, Daniel Hennes +19 · 2 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Autonomous Vehicle Technology and Safety #Time Series Analysis and Forecasting
- Contracting theory with competitive interacting agents
2016/05/25 by Romuald Élie, Dylan Possama, Elie, Romuald +1 · 1 citation
Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #FOS: Economics and business #FOS: Mathematics #Game Theory and Applications #Game Theory and Voting Systems #General Economics (econ.GN) #Optimization and Control (math.OC) #Probability (math.PR)
- Diversity-Rewarded CFG Distillation
2024/10/08 by Geoffrey Cideron, Andrea Agostinelli, Cideron, Geoffrey +13 · 3 citations
Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Process Optimization and Integration
- Large Banking Systems with Default and Recovery: A Mean Field Game Model
2020/01/28 by Romuald Élie, Élie, Romuald, Tomoyuki Ichiba +3 · 1 citation
Economics, Econometrics and Finance · Physics and Astronomy · #Complex Systems and Time Series Analysis #Advanced Thermodynamics and Statistical Mechanics #Stochastic processes and financial applications
- Learning Correlated Equilibria in Mean-Field Games
2022/08/22 by Paul Müller, Muller, Paul, Romuald Élie +17 · 1 citation
Decision Sciences · Economics, Econometrics and Finance · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Computer Science and Game Theory (cs.GT) #Economic theories and models #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (stat.ML)
- Developing, Evaluating and Scaling Learning Agents in Multi-Agent Environments
2022/09/22 by Ian Gemp, Gemp, Ian, T Anthony +51 · 1 citation
Computer Science · #Reinforcement Learning in Robotics
- Mean Field Games Flock! The Reinforcement Learning Way
2021/05/17 by Sarah Perrin, Perrin, Sarah, Mathieu Laurière +8 · 1 citation
Computer Science · #Reinforcement Learning in Robotics #Distributed Control Multi-Agent Systems #Metaheuristic Optimization Algorithms Research
- Generalization in Mean Field Games by Learning Master Policies
2021/09/20 by Sarah Perrin, Mathieu Laurière, Perrin, Sarah +8 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Mathematics #Game Theory and Applications #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
- Approximating the Core via Iterative Coalition Sampling
2024/02/06 by Ian Gemp, Marc Lanctot, Gemp, Ian +25 · 1 citation
Chemistry · Economics, Econometrics and Finance · Mathematics · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Game Theory and Voting Systems #Metal-Organic Frameworks: Synthesis and Applications #Multiagent Systems (cs.MA) #Statistical Methods and Inference