Autonomous Agent for Beyond Visual Range Air Combat: A Deep Reinforcement Learning Approach.
Joao P. A. DantasMarcos R. O. A. MáximoTakashi YoneyamaPublished in: SIGSIM-PADS (2023)
Keyphrases
- autonomous agents
- reinforcement learning
- air combat
- multi agent
- multi agent environments
- dynamic environments
- multi agent systems
- multiagent systems
- control architecture
- visual information
- reward signal
- changing environment
- state space
- machine learning
- function approximation
- visual features
- optimal policy
- markov decision processes
- complex environments
- reinforcement learning algorithms
- action space
- partial knowledge
- low level
- real time