The Complexity of Decentralized Control of Markov Decision Processes
Mathematics of Operations Research
Least-Squares Methods in Reinforcement Learning for Control
SETN '02 Proceedings of the Second Hellenic Conference on AI: Methods and Applications of Artificial Intelligence
Reinforcement Learning for Cooperating and Communicating Reactive Agents in Electrical Power Grids
Balancing Reactivity and Social Deliberation in Multi-Agent Systems, From RoboCup to Real-World Applications (selected papers from the ECAI 2000 Workshop and additional contributions)
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Learning to Communicate and Act Using Hierarchical Reinforcement Learning
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 3
Reinforcement Learning for Stochastic Cooperative Multi-Agent Systems
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 3
Cooperative Multi-Agent Learning: The State of the Art
Autonomous Agents and Multi-Agent Systems
Multiagent learning is not the answer. It is the question
Artificial Intelligence
Collaborative Multiagent Reinforcement Learning by Payoff Propagation
The Journal of Machine Learning Research
Automatic shaping and decomposition of reward functions
Proceedings of the 24th international conference on Machine learning
Conditional random fields for multi-agent reinforcement learning
Proceedings of the 24th international conference on Machine learning
Automated Design of Adaptive Controllers for Modular Robots using Reinforcement Learning
International Journal of Robotics Research
Privacy-preserving reinforcement learning
Proceedings of the 25th international conference on Machine learning
Proceedings of the 40th Conference on Winter Simulation
Decentralized control of cooperative systems: categorization and complexity analysis
Journal of Artificial Intelligence Research
Communication-based decomposition mechanisms for decentralized MDPs
Journal of Artificial Intelligence Research
Markov decision process frameworks for cooperative retransmission in wireless networks
WCNC'09 Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference
A cooperative retransmission scheme in wireless networks with imperfect channel state information
WCNC'09 Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference
50 years of artificial intelligence
Cooperative communications with relay selection for QoS provisioning in wireless sensor networks
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
MRL-CC: a novel cooperative communication protocol for QoS provisioning in wireless sensor networks
International Journal of Sensor Networks
Multi-policy optimization in self-organizing systems
SOAR'09 Proceedings of the First international conference on Self-organizing architectures
Learning to cooperate via policy search
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
Emergent consensus in decentralised systems using collaborative reinforcement learning
Self-star Properties in Complex Information Systems
Autonomic multi-policy optimization in pervasive systems: Overview and evaluation
ACM Transactions on Autonomous and Adaptive Systems (TAAS) - Special section on formal methods in pervasive computing, pervasive adaptation, and self-adaptive systems: Models and algorithms
Distributed value functions for the coordination of decentralized decision makers
Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 3
Strategy-Based learning through communication with humans
KES-AMSTA'12 Proceedings of the 6th KES international conference on Agent and Multi-Agent Systems: technologies and applications
Distributed relational temporal difference learning
Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems
Teaching and leading an ad hoc teammate: Collaboration without pre-coordination
Artificial Intelligence
Reinforcement learning models for scheduling in wireless networks
Frontiers of Computer Science: Selected Publications from Chinese Universities
A survey of multi-objective sequential decision-making
Journal of Artificial Intelligence Research
A comparison between a communication-based and a data mining-based learning approach for agents
Intelligent Decision Technologies
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