Deep Reinforcement Learning for Deception in IRS-assisted UAV Communications.
Felix O. OlowononiDanda B. RawatCharles A. KamhouaBrian M. SadlerPublished in: MILCOM (2022)
Keyphrases
- reinforcement learning
- path planning
- reinforcement learning algorithms
- control algorithm
- robotic control
- multi agent reinforcement learning
- markov decision processes
- function approximation
- unmanned aerial vehicles
- communication systems
- qualitative and quantitative
- communication networks
- search and rescue
- partially observable
- learning algorithm
- incomplete information
- optimal policy
- state space
- dynamic programming
- learning problems
- mental states
- dynamic environments
- temporal difference learning
- multi agent
- case study