Julien Perolat
- 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
- Shaking the foundations: delusions in sequence models for interaction and control
2021/10/20 by Pedro A. Ortega, Ortega, Pedro A., Markus Kunesch +37 · 2 voices · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Topic Modeling #cs.AI #cs.LG
- A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning
2017/11/02 by Marc Lanctot, Vinícius Zambaldi, Vinicius Zambaldi +16 · 1 voice · 20 citations
Computer Science · #Artificial Intelligence in Games #Evolutionary Algorithms and Applications #Reinforcement Learning in Robotics #cs.AI #cs.GT #cs.LG #cs.MA
- A multi-agent reinforcement learning model of common-pool resource appropriation
2017/07/20 by Julien Perolat, Julien Pérolat, Perolat, Julien +11 · 1 voice · 7 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · Social Sciences · #Evolutionary Game Theory and Cooperation #Experimental Behavioral Economics Studies #FOS: Biological sciences #FOS: Computer and information sciences #Game Theory and Applications #Multiagent Systems (cs.MA) #Neural and Evolutionary Computing (cs.NE) #Populations and Evolution (q-bio.PE) #cs.MA #cs.NE #q-bio.PE
- Open-ended Learning in Symmetric Zero-sum Games
2019/01/23 by David Balduzzi, Marta Garnelo, Balduzzi, David +11 · 1 voice · 5 citations
Computer Science · Mathematics · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #cs.GT #cs.LG #cs.MA #stat.ML
- α-Rank: Multi-Agent Evaluation by Evolution
2019/03/04 by Shayegan Omidshafiei, Christos H. Papadimitriou, Omidshafiei, Shayegan +21 · 1 voice · 4 citations
Computer Science · Economics, Econometrics and Finance · Social Sciences · #Artificial Intelligence in Games #Evolutionary Game Theory and Cooperation #Sports Analytics and Performance #cs.GT #cs.MA
- Malthusian Reinforcement Learning
2018/12/17 by Joel Z. Leibo, Julien Perolat, Leibo, Joel Z. +15 · 1 voice · 1 citation
#cs.NE #cs.MA #q-bio.PE