Depending on yourself when you should: Mentoring LLM with RL agents to become the master in cybersecurity games.
Yikuan YanYaolun ZhangKeman HuangPublished in: CoRR (2024)
Keyphrases
- learning agents
- multi agent
- reinforcement learning
- minority game
- game theoretic
- autonomous agents
- multi agent systems
- nash equilibria
- multiagent systems
- multi agent decision making
- reinforcement learning agents
- bounded rationality
- cooperative
- multiagent learning
- multiagent reinforcement learning
- opponent modeling
- intelligent agents
- coalitional games
- learning agent
- stochastic games
- complex environments
- multiple agents
- action selection
- video games
- resource allocation
- agent architecture
- computer poker
- solution concepts
- software agents
- game theory
- coalition structures
- dynamic environments
- single agent
- action sets
- cooperative games
- decision making
- optimal policy
- game players
- complex domains
- mixed strategy
- reinforcement learning algorithms
- computer programs
- coalition structure generation
- coalition formation
- incomplete information