Intelligent Communication Planning for Constrained Environmental IoT Sensing with Reinforcement Learning.
Yi HuJinhang ZuoBob IannucciCarlee Joe-WongPublished in: CoRR (2023)
Keyphrases
- reinforcement learning
- smart objects
- decision support
- action selection
- environmental information
- planning problems
- communication systems
- function approximation
- sensor networks
- partially observable
- state space
- management system
- resource constrained
- data acquisition
- water resources management
- deterministic domains
- learning algorithm
- partially observable markov decision processes
- real time
- intelligent systems
- ai planning
- ambient intelligence
- model free
- heuristic search
- stochastic domains
- machine learning
- decision theoretic
- mobile devices
- complex domains
- communication networks
- blocks world
- symbolic model checking
- reinforcement learning problems
- neural network
- computer integrated manufacturing
- information sharing