Designing Neural Network Architectures Using Reinforcement Learning
Jul 14, 2017
There has been some work related to what you are describing:Learning to learn by gradient descent by gradient descent https://arxiv.org/abs/1606.04474
Related (but less so), there are also some papers about learning neural network architectures:
Designing Neural Network Architectures using Reinforcement Learning https://arxiv.org/abs/1611.02167
Neural Architecture Search with Reinforcement Learning https://arxiv.org/abs/1611.01578
Jan 02, 2017
Other equally exciting papers that relates to learning to learn in DL."Neural Architecture Search with Reinforcement Learning"
https://arxiv.org/abs/1611.01578
"RL^2: Fast Reinforcement Learning via Slow Reinforcement Learning"
https://arxiv.org/abs/1611.02779
"Designing Neural Network Architectures using Reinforcement Learning"