jihoonerd/continuous-control-with-deep-reinforcement-learning

📖 Paper: Continuous control with deep reinforcement learning 🕹️

Continuous Control with Deep Reinforcement Learning (DDPG)

This implements a reinforcement learning algorithm DDPG. Using the methodology employed for DQN, DDPG can resolve continous action space environments.

Following shows that DDPG can solve one of the continuous action space environment in OpenAI Gym.

Episode: 0	Episode: 500	Episode: 900

Score Graph for LunarLanderContinuous-v2

Environments

• Pytorch 1.7
• Python 3.8

Please refer requirements.txt for python packages for this repo.