In this project, we tried two different Learning Algorithms for Hierarchical RL on the Taxi-v3 environment from OpenAI gym. SMDP Q-Learning and Intra Option Q-Learning and contrasted them with two other methods that involve hardcoding based on human understanding. We conclude that the solutions learnt by machine are way superior than humans for …
machine-learning
reinforcement-learning
openai-gym
semi-markov-decision-process
q-learning-algorithm
taxi-v3
opengy
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Updated
Jul 31, 2022 - Jupyter Notebook