• OpenAI Gym CartPole Example
• • Usage

OpenAI Gym CartPole Example

Demonstration of the following algorithms to solve the cart pole problem in OpenAI gym:

• Random action
• Hand-made policy
• Q-table
• Deep Q-network

Modified from OpenAI gym docs, Q-table example, 莫煩 Python DQN.

Usage

# Create & activate conda environment
$ conda env create -f env.yml
$ conda activate cartpole-tutorial

# Run
$ python <algorithm>/main.py # algorithm: random_action, hand_made_policy, q_table, dqn