Characterizing Attacks on Deep Reinforcement Learning.
Xinlei PanChaowei XiaoWarren HeShuang YangJian PengMingjie SunMingyan LiuBo LiDawn SongPublished in: AAMAS (2022)
Keyphrases
- reinforcement learning
- function approximation
- state space
- malicious attacks
- machine learning
- learning process
- reinforcement learning algorithms
- countermeasures
- robotic control
- multi agent reinforcement learning
- model free
- malicious users
- deep learning
- watermarking scheme
- optimal control
- markov decision process
- security protocols
- markov decision processes
- dynamic programming
- genetic algorithm
- temporal difference
- dos attacks
- image watermarking
- security threats
- security risks
- transfer learning
- learning algorithm