Ignore the Noise: Using Autoencoders against Adversarial Attacks in Reinforcement Learning (Lightning Talk).
William AikenHyoungshick KimPublished in: ICSSA (2018)
Keyphrases
- reinforcement learning
- multi agent
- denoising
- random noise
- gaussian noise
- noise level
- reinforcement learning algorithms
- noisy data
- noise model
- markov decision processes
- machine learning
- function approximation
- signal to noise ratio
- temporal difference
- model free
- countermeasures
- missing data
- state space
- noise reduction
- transfer learning
- hidden markov models
- image noise
- artificial neural networks
- learning algorithm