OpenAI's cartpole env solver.

Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)

Solving CartPole-v1 environment in Keras with Actor Critic algorithm an Deep Reinforcement Learning algorithm

Experiments of the three PPO-Algorithms (PPO, clipped PPO, PPO with KL-penalty) proposed by John Schulman et al. on the 'Cartpole-v1' environment.

Stabilizing an Inverted Pendulum on a cart using Deep Reinforcement Learning

Implement RL algorithms in PyTorch and test on Gym environments.

Implementation of the Q-learning and SARSA algorithms to solve the CartPole-v1 environment. [Advance Machine Learning project - UniGe]

Implementation of several RL algorithms on the CartPole-v1 environment.

Deep Q-Network (DQN) for CartPole game from OpenAI gym

Custom environment for OpenAI gym

Deep Q Learning applied to the CartPole V1 challenge by OpenAI. The problem is solved both in the naive and the vision scenarios, the latter by exploiting game frames and CNN.

Solving CartPole-v1 environment in Keras with Advantage Actor Critic (A2C) algorithm an Deep Reinforcement Learning algorithm

I am trying to implement various AI algorithms on various environments (like OpenAI-gym) as I learned my toward the safe AI

A Reinforcement Learning course with classic examples of agents trained on gym environments.

PGuNN - Playing Games using Neural Networks

Vanilla Actor Critic

Applied various Reinforcement Learning (RL) algorithms to determine the optimal policy for diverse Markov Decision Processes (MDPs) specified within the OpenAI Gym library

This repository is dedicated to the reinforcement learning examples. I will also upload some algorithms which are somehow correlated with RL.

This repository contains the source code and documentation for the course project of the Deep Reinforcement Learning class at Northwestern University. The goal of the project was setting up an Open AI Gym and train different Deep Reinforcement Learning algorithms on the same environment to find out strengths and weaknesses for each algorithm. Th…

Contains Expert Trajectories for various Gym Environments used for State Only Imitation Learning