The Complexity of Decentralized Control of Markov Decision Processes
Mathematics of Operations Research
A Game Theoretic Framework for Incentives in P2P Systems
P2P '03 Proceedings of the 3rd International Conference on Peer-to-Peer Computing
Robust incentive techniques for peer-to-peer networks
EC '04 Proceedings of the 5th ACM conference on Electronic commerce
Comparing economic incentives in peer-to-peer networks
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Internet economics: Pricing and policies
Cooperative Multi-Agent Learning: The State of the Art
Autonomous Agents and Multi-Agent Systems
Incentive mechanisms for large collaborative resource sharing
CCGRID '04 Proceedings of the 2004 IEEE International Symposium on Cluster Computing and the Grid
Incentives for content availability in memory-less peer-to-peer file sharing systems
ACM SIGecom Exchanges
Overcoming free-riding behavior in peer-to-peer systems
ACM SIGecom Exchanges
Performance of peer-to-peer networks: service capacity and role of resource sharing policies
Performance Evaluation - P2P computing systems
Incentive and service differentiation in P2P networks: a game theoretic approach
IEEE/ACM Transactions on Networking (TON)
A Payment-Based Incentive and Service Differentiation Scheme for Peer-to-Peer Streaming Broadcast
IEEE Transactions on Parallel and Distributed Systems
A framework for foresighted resource reciprocation in P2P networks
IEEE Transactions on Multimedia
Cooperation through self-similar social networks
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Robust and efficient incentives for cooperative content distribution
IEEE/ACM Transactions on Networking (TON)
Reputation-Based Resource Allocation in P2P Systems of Rational Users
IEEE Transactions on Parallel and Distributed Systems
A Global Contribution Approach to Maintain Fairness in P2P Networks
IEEE Transactions on Parallel and Distributed Systems
Incentivized Peer-Assisted Streaming for On-Demand Services
IEEE Transactions on Parallel and Distributed Systems
Service differentiated peer selection: an incentive mechanism for peer-to-peer media streaming
IEEE Transactions on Multimedia
Stochastic Optimization for Content Sharing in P2P Systems
IEEE Transactions on Multimedia
A Comprehensive Survey of Multiagent Reinforcement Learning
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
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The performance of a system of interacting peers depends strongly on their individual resource contributions. In this paper, we have devised a self-organized coordination mechanism for cooperation policy setting of rational peers that have only partial views of the whole peer-to-peer system in order to improve the overall welfare of the system. The proposed mechanism is based on a distributed Reinforcement Learning (RL) approach and sets cooperation policies of the peers through their self-organized interactions by exchanging the local value functions among the neighbors. We demonstrate that a Pareto optimal equilibrium emerges in the system from fair cooperation of the constituent peers.