No-rank

Apprentice

Deraam

Using the stable_baselines3 library, we tried to solve the problems proposed in the challenge.
We used a Proximal Policy Optimization (PPO) Model. The Policy we used is a standard MLP.
We tried to change the number of iteration to achieve a better performance.



Reinforcement Learning: CartPole, Lunar Lander and Bipedal Walker

OpenAI gym is a toolkit for developing and comparing reinforcement learning algorithms. It supports teaching agents everything from walking to playing games like Pong or Pinball.

OpenAI gym

Reinforcement learning is a computational approach to machine learning where agents take actions in an environment to maximize some notion of cumulative reward.

Daniele Lizzio Bosco@Deraam

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Daniele Lizzio Bosco

Giuseppe Catalano

Mario Bifulco

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Reinforcement Learning: CartPole, Lunar Lander and Bipedal Walker