Coordination Structures Generated by Deep Reinforcement Learning in Distributed Task Executions.
Yuki MiyashitaToshiharu SugawaraPublished in: AAMAS (2019)
Keyphrases
- reinforcement learning
- multi agent
- cooperative multi agent systems
- multi agent reinforcement learning
- cooperative
- distributed agents
- distributed systems
- multi agent systems
- distributed problem solving
- multi agent coordination
- distributed artificial intelligence
- function approximation
- automatically generated
- computer networks
- multiagent systems
- information sharing
- global knowledge
- distributed control
- intelligent agents
- neural network
- agent coordination
- distributed database systems
- multiple agents
- deadlock detection
- open systems
- computing environments
- loosely coupled
- temporal difference
- distributed data
- communication cost
- distributed environment
- markov decision processes
- transfer learning
- optimal policy
- lightweight
- state space
- web services
- learning algorithm