Implementation of RL Algorithms
To broaden my perspective on Machine Learning, I took up Reinforcement Learning courses by David Silver, Stanford CS234. To understand the nuances in the field, I implemented basic algorithms. The inspiration for the same was also drawn through a project where the idea of using Imitation Learning to overcome several limitations, struck me.
- Vanilla Policy Gradient
Value and Policy Iteration
|Method||Deterministic Frozen Lake||Stochastic Frozen Lake|