Towards Safe AI: Sandboxing DNNs-Based Controllers in Stochastic Games.
Bingzhuo ZhongHongpeng CaoMajid ZamaniMarco CaccamoPublished in: AAAI (2023)
Keyphrases
- stochastic games
- artificial intelligence
- nash equilibria
- markov decision processes
- reinforcement learning
- learning automata
- expert systems
- control system
- nash equilibrium
- multi agent
- multiagent reinforcement learning
- case based reasoning
- knowledge representation
- knowledge based systems
- machine learning
- reinforcement learning algorithms
- robust optimization
- imperfect information
- average reward
- infinite horizon
- learning agent
- repeated games
- state space
- single agent
- game theoretic
- incomplete information
- heuristic search