Optimally Solving Two-Agent Decentralized POMDPs Under One-Sided Information Sharing.
Yuxuan XieJilles DibangoyeOlivier BuffetPublished in: ICML (2020)
Keyphrases
- information sharing
- multi agent
- distributed constraint optimization
- dec pomdps
- single agent
- information exchange
- belief state
- share information
- multi agent systems
- emergency response
- partially observable
- multiagent systems
- knowledge sharing
- data sharing
- resource sharing
- intelligence and security informatics
- partially observable markov decision processes
- reinforcement learning
- information resources
- decision theoretic
- e government
- law enforcement
- markov decision problems
- homeland security
- disaster management
- mobile agents
- secure information sharing
- expected reward
- decision making
- virtual communities
- public sector
- multiple agents
- public safety
- distributed systems
- government agencies
- social awareness
- situation awareness
- decision problems
- partially observable markov decision process
- finite state
- coordination mechanism