This repository demonstrates the use of action chunking (macro actions) in a Q-learning agent trained on the FrozenLake-v1 environment from OpenAI Gym.
Scalability : Generating all combinations of macro actions is impractical for large action spaces.
Generalization : The current implementation only works with deterministic FrozenLake.