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Projection-Optimal Monotonic Value Function Factorization in Multi-Agent Reinforcement Learning

Adaptive Agents and Multi-Agent Systems
Value function factorization has emerged as the prevalent method for cooperative multi-agent reinforcement learning under the centralized training and decentralized execution paradigm. Many of these algorithms ensure the coherence between joint and local
Yongsheng Mei, Hanhan Zhou, Tian Lan
semanticscholar   +1 more source

A Completely Monotonic Function Used in an Inequality of Alzer

, 2011
The function $$G(x)={\Biggr(1-{\rm {ln}(x)\over ln(1+x)}\Biggr)}\ x\ \rm{ln}(x)$$ has been considered by Alzer and by Qi and Guo. We prove that G′ is completely monotonic by finding an integral representation of the holomorphic extension of G to the cut ...
C. Berg, Henrik L. Pedersen
semanticscholar   +1 more source

A completely monotonic function involving the tri-gamma function and with degree one

Applied Mathematics and Computation, 2012
Bai-Ni Guo (郭白妮), Feng Qi (祁锋)
semanticscholar   +1 more source

The critical probability for the frog model is not a monotonic function of the graph

Journal of Applied Probability, 2004
L. Fontes, F. Machado, A. Sarkar
semanticscholar   +1 more source

Event-Based Robust Sampled-Data Model Predictive Control: A Non-Monotonic Lyapunov Function Approach

IEEE Transactions on Circuits and Systems Part 1: Regular Papers, 2015
Ning He, Dawei Shi
semanticscholar   +1 more source

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