deep-rl-algorithms

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Rafael1s / Deep-Reinforcement-Learning-Algorithms

32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

deep-reinforcement-learning dqn cartpole ddpg sac deep-rl-algorithms ppo a2c lunarlander td3 soft-actor-critic bipedalwalker carracing github-udacity dqn-ppo-ddpg hopperbulletenv antbulletenv halfcheetahbulletenv walker2dbulletenv

Updated Jun 17, 2021
Jupyter Notebook

jakegrigsby / deep_control

Star 106

Deep Reinforcement Learning for Continuous Control in PyTorch

deep-reinforcement-learning sac actor-critic deep-rl-algorithms

Updated Dec 31, 2021
Python

manantomar / Reinforcement-Learning

Star 7

Contains implementations of various deep RL algorithms and papers including action conditional video prediction | Python | Tensorflow | Open AI gym

deep-reinforcement-learning dqn transfer-learning autoencoders deep-rl-algorithms

Updated Jun 28, 2017
Python

An interactive browser-based playground to learn reinforcement learning -- from bandits to policy gradients. Watch 13 algorithms learn in real time across 4 environments (Bandit, GridWorld, CartPole, Rocket Landing), tune hyperparameters, and follow a built-in 10-chapter course. No backend, no account -- just open and learn.