A distributed learning algorithm with bit-valued communications for multi-agent welfare optimization.
Anup MenonJohn S. BarasPublished in: CDC (2013)
Keyphrases
- cognitive agents
- multi agent
- learning algorithm
- multi agent systems
- cooperative
- reinforcement learning
- distributed network
- optimization problems
- constrained optimization
- global optimization
- distributed environment
- coalition formation
- multiple agents
- intelligent agents
- reinforcement learning algorithms
- distributed systems
- training data
- multi agent coordination
- group communication
- fault tolerant
- genetic algorithm
- optimization method
- autonomous agents
- optimization algorithm
- optimization methods
- generalization ability
- optimization process
- learning scheme
- classification algorithm
- multiagent systems
- single agent
- supervised learning
- active learning
- agent communication
- web services
- machine learning
- autonomy oriented computing