Reinforcement-learning - Repository of the class assignment questions for the course on reinforcement learning

Overview

DSE 314/614: Reinforcement Learning

This repository containing reinforcement learning assignment envs for the course DSE 314/614.

Download the respective assignment folders to access the environment file.

Assignment-1

Multi-armed bandits environment: bandit_env.py




Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

Please make sure to update tests as appropriate.




License

MIT

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Comments
  • Incorrect Reward function : Assignment 1

    Incorrect Reward function : Assignment 1

    Sir, In the pull function, the reward = np.random.randn(self.r_mean[index_arm], self.r_stddev[index_arm]) I believe shoud be reward = np.random.normal(self.r_mean[index_arm], self.r_stddev[index_arm]). Because I believe, randn returns an array of normal distribution values instead of one single value sampled from mean and sigma. Please look into this. Thankyou.

    opened by KhadgaA 1
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Manav Mishra
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