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A sample treasure game where the aim of the agent is to find the path towards the goal without dying

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SubruArun/Treasure-Game-RL

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Treasure Game RL

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Prerequisites

pip install -r requiremnts.txt

Scope

  1. Create an environment for a sample game.
  2. Initialize goal and hell states (optional:complex scenario with multiple block states).
  3. Try out Exploration vs Exploitation with different methods.
  4. Point out DQN vs Qlearning

To Run

  • Game - python env_sul3104.py
  • Train DQN - python DQN_model.py
  • Train Qlearning - python Q_learning.py

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A sample treasure game where the aim of the agent is to find the path towards the goal without dying

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