Sunehag, Peter
- Value-Decomposition Networks For Cooperative Multi-Agent Learning
2017/06/16 by Sunehag, Peter, Lever, Guy, Gruslys, Audrunas +8 · 60 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.11
- Deep Reinforcement Learning in Large Discrete Action Spaces
2015/12/24 by Dulac-Arnold, Gabriel, Evans, Richard, van Hasselt, Hado +7 · 7 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
- 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
- A theory of appropriateness with applications to generative artificial intelligence
2024/12/26 by Joel Z. Leibo, Alexander Sasha Vezhnevets, Leibo, Joel Z. +30 · 2 voices · 10 citations
Decision Sciences · #Complex Systems and Decision Making #cs.AI
- Melting Pot 2.0
2022/11/24 by Agapiou, John P., Vezhnevets, Alexander Sasha, Duéñez-Guzmán, Edgar A. +14 · 5 citations
#Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Neural and Evolutionary Computing (cs.NE)
- Learning to Incentivize Other Learning Agents
2020/06/10 by Jiachen Yang, Yang, Jiachen, Ang Li +9 · 4 citations
Computer Science · Decision Sciences · #Auction Theory and Applications #Computability, Logic, AI Algorithms #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
- A Review of Cooperation in Multi-agent Learning
2023/12/08 by Du, Yali, Leibo, Joel Z., Islam, Usman +2 · 5 citations
#Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- Deep Reinforcement Learning with Attention for Slate Markov Decision Processes with High-Dimensional States and Actions
2015/12/03 by Sunehag, Peter, Evans, Richard, Dulac-Arnold, Gabriel +3 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)