Multi-agent reinforcement learning: A selective overview of theories and algorithms
Recent years have witnessed significant advances in reinforcement learning (RL), which
has registered tremendous success in solving various sequential decision-making problems …
has registered tremendous success in solving various sequential decision-making problems …
An overview of multi-agent reinforcement learning from game theoretical perspective
Y Yang, J Wang - arxiv preprint arxiv:2011.00583, 2020 - arxiv.org
Following the remarkable success of the AlphaGO series, 2019 was a booming year that
witnessed significant advances in multi-agent reinforcement learning (MARL) techniques …
witnessed significant advances in multi-agent reinforcement learning (MARL) techniques …
Superhuman AI for multiplayer poker
In recent years there have been great strides in artificial intelligence (AI), with games often
serving as challenge problems, benchmarks, and milestones for progress. Poker has served …
serving as challenge problems, benchmarks, and milestones for progress. Poker has served …
[PDF][PDF] Algorithmic game theory
T Roughgarden - Communications of the ACM, 2010 - dl.acm.org
Algorithmic game theory Page 1 78 communications of the acm | july 2010 | vol. 53 | no. 7 review
articles The widespread adopTioN of the Internet and the emergence of the Web changed …
articles The widespread adopTioN of the Internet and the emergence of the Web changed …
[BOOK][B] Algorithms for decision making
A broad introduction to algorithms for decision making under uncertainty, introducing the
underlying mathematical problem formulations and the algorithms for solving them …
underlying mathematical problem formulations and the algorithms for solving them …
The computational complexity of linear optics
S Aaronson, A Arkhipov - Proceedings of the forty-third annual ACM …, 2011 - dl.acm.org
We give new evidence that quantum computers--moreover, rudimentary quantum computers
built entirely out of linear-optical elements--cannot be efficiently simulated by classical …
built entirely out of linear-optical elements--cannot be efficiently simulated by classical …
Decentralized charging control of large populations of plug-in electric vehicles
This paper develops a strategy to coordinate the charging of autonomous plug-in electric
vehicles (PEVs) using concepts from non-cooperative games. The foundation of the paper is …
vehicles (PEVs) using concepts from non-cooperative games. The foundation of the paper is …
Core challenges of social robot navigation: A survey
Robot navigation in crowded public spaces is a complex task that requires addressing a
variety of engineering and human factors challenges. These challenges have motivated a …
variety of engineering and human factors challenges. These challenges have motivated a …
Equilibrium points of bimatrix games
CE Lemke, JT Howson, Jr - Journal of the Society for industrial and Applied …, 1964 - SIAM
An algebraic proof is given of the existence of equilibrium points for bimatrix (or two-person,
non-zero-sum) games. The proof is constructive, leading to an efficient scheme for …
non-zero-sum) games. The proof is constructive, leading to an efficient scheme for …
[BOOK][B] Moments, positive polynomials and their applications
JB Lasserre - 2009 - books.google.com
Many important applications in global optimization, algebra, probability and statistics,
applied mathematics, control theory, financial mathematics, inverse problems, etc. can be …
applied mathematics, control theory, financial mathematics, inverse problems, etc. can be …