Intelligent Communication Planning for Constrained Environmental IoT Sensing with Reinforcement Learning.
Yi HuJinhang ZuoBob IannucciCarlee Joe-WongPublished in: SECON (2023)
Keyphrases
- reinforcement learning
- smart objects
- decision support
- action selection
- environmental information
- data acquisition
- heuristic search
- management system
- intelligent systems
- communication systems
- planning problems
- information sharing
- function approximation
- optimal policy
- deterministic domains
- partially observable
- reinforcement learning problems
- environmental protection
- water resources management
- stochastic domains
- real time
- learning capabilities
- ai planning
- decision theoretic
- cloud computing
- sensor networks
- resource constrained
- planning domains
- robot control
- classical planning
- function approximators
- blocks world
- communication networks
- markov decision processes
- domain independent
- ambient intelligence
- computer integrated manufacturing