A Hand Gesture Recognition System Using EMG and Reinforcement Learning: A Q-Learning Approach.
Juan Pablo VasconezLorena Isabel Barona LópezÁngel Leonardo Valdivieso CaraguayPatricio J. Cruz DavalosRobin ÁlvarezMarco E. BenalcázarPublished in: ICANN (4) (2021)
Keyphrases
- reinforcement learning
- hand gestures
- hand gesture recognition
- human computer interaction
- gesture recognition
- function approximation
- reinforcement learning algorithms
- hand tracking
- state space
- model free
- sign language
- video camera
- continuous state and action spaces
- optimal policy
- stochastic approximation
- action selection
- markov decision processes
- recognition algorithm
- reinforcement learning methods
- temporal difference
- multi agent
- machine learning
- rl algorithms
- relational reinforcement learning
- hand postures
- robotic arm
- temporal difference learning
- reward function
- multi agent reinforcement learning
- transfer learning
- human hand
- learning algorithm
- function approximators
- learning agent
- hidden markov models
- computer vision
- dynamic programming
- high speed
- policy iteration
- image sequences
- spatio temporal