Decentralized Coordination in Partially Observable Queueing Networks.
Jiekai JiaAnam TahirHeinz KoepplPublished in: GLOBECOM (2022)
Keyphrases
- queueing networks
- partially observable
- markov decision problems
- dec pomdps
- multi agent
- coordination mechanism
- infinite horizon
- long run
- markov decision processes
- reinforcement learning
- product form
- steady state
- dynamical systems
- decision problems
- state space
- decentralized control
- state dependent
- partial observability
- stationary distribution
- multi agent systems
- distributed systems
- partially observable environments
- partial observations
- action models
- belief state
- markov chain
- queue length
- multiple agents
- multiagent systems
- reward function
- single agent
- network architecture
- optimal policy
- neural network
- search algorithm
- buffer allocation
- sufficient conditions
- partially observable markov decision processes
- single server
- dynamic programming
- lower bound
- np hard
- optimal control