Improving anti-jamming decision-making strategies for cognitive radar via multi-agent deep reinforcement learning.
Wen JiangYihui RenYanping WangPublished in: Digit. Signal Process. (2023)
Keyphrases
- reinforcement learning
- decision making
- multi agent
- radar signal
- learning agents
- information processing
- function approximation
- agent cooperation
- action selection
- multi agent systems
- decision support system
- markov decision processes
- cooperative
- decision makers
- decision support
- partially observable stochastic games
- multiagent systems
- fuzzy logic
- state space
- multi agent environments
- optimal control
- traffic signal control
- reinforcement learning agents
- cognitive agents
- model free
- signal processing
- agent behavior
- multi agent reinforcement learning
- exploration strategy
- data mining
- optimal policy
- coordination mechanisms
- machine learning
- multi agent decision making
- dynamic programming
- supply chain
- radar data
- online auctions
- cognitive processes
- sensemaking
- reinforcement learning algorithms