SquirRL: Automating Attack Discovery on Blockchain Incentive Mechanisms with Deep Reinforcement Learning.
Charlie HouMingxun ZhouYan JiPhil DaianFlorian TramèrGiulia FantiAri JuelsPublished in: CoRR (2019)
Keyphrases
- reinforcement learning
- profit sharing
- function approximation
- defense mechanisms
- machine learning
- learning algorithm
- knowledge discovery
- multi agent reinforcement learning
- discovery process
- markov decision processes
- data mining
- malicious users
- temporal difference learning
- optimal policy
- supervised learning
- pattern discovery
- computational models
- model free
- reinforcement learning algorithms
- deep learning
- denial of service attacks
- state space
- dynamic programming
- association rules
- adverse selection
- neural network