Adversarial Attacks Against Reinforcement Learning-Based Portfolio Management Strategy.
Yu-Ying ChenChiao-Ting ChenChuan-Yun SangYao-Chun YangSzu-Hao HuangPublished in: IEEE Access (2021)
Keyphrases
- reinforcement learning
- multi agent
- countermeasures
- function approximation
- portfolio selection
- decision making
- temporal difference
- state space
- machine learning
- denial of service attacks
- model free
- markov decision processes
- optimal policy
- multi agent reinforcement learning
- watermarking scheme
- security protocols
- learning algorithm
- attack detection
- terrorist attacks
- portfolio management
- portfolio optimization
- temporal difference learning
- security mechanisms
- reinforcement learning algorithms
- web services
- learning problems
- transfer learning
- learning process
- optimal control
- reinforcement learning methods
- security risks
- neural network
- recommender systems
- malicious attacks
- information security
- malicious users
- robotic control
- chosen plaintext