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nikhilbarhate99 / PPO-PyTorch

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

reinforcement-learning deep-learning deep-reinforcement-learning pytorch policy-gradient reinforcement-learning-algorithms pytorch-tutorial proximal-policy-optimization ppo pytorch-implmention ppo-pytorch

Updated Jan 28, 2022
Python

CherryPieSexy / imitation_learning

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PyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.

reinforcement-learning deep-learning deep-reinforcement-learning pytorch policy-gradient imitation-learning proximal-policy-optimization ppo advantage-actor-critic a2c gail ppo-pytorch ppo-algo recurrent-ppo gail-ppo

Updated Nov 15, 2021
Python

PyTorchRL / pytorchrl

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Scalable, open-source, reinforcement learning library focused on modularity and simplicity for easy hacking. It currently includes all scalable versions of PPO and SAC.

reinforcement-learning pytorch sac reinforcement-learning-environments ppo-pytorch

Updated May 27, 2022
Python

dredwardhyde / reinforcement-learning

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Reinforcement Learning Examples Of Policy Gradients, PPO+GAE, and DDQN Using OpenAI Gym and PyTorch

reinforcement-learning deep-reinforcement-learning openai-gym reinforcement-learning-algorithms double-dqn proximal-policy-optimization reinforcement-learning-agent gym-environments policy-gradients double-deep-q-network ppo-pytorch ddqn-pytorch

Updated Nov 11, 2021
Python

faildeny / Multi_Agent_PPO

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Multi agent PPO implementation in Pytorch for Unity ML Agents environments.

reinforcement-learning multi-agent-reinforcement-learning unity-ml-agents reacher-environment ppo-pytorch

Updated Jul 22, 2020
Python

francofgp / Tic-Tac-Toe-Gym

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This is the Tic-Tac-Toe game made with Python using the PyGame library and the Gym library to implement the AI with Reinforcement Learning

python data-science machine-learning reinforcement-learning ai gym stable-baselines ppo-pytorch

Updated Nov 1, 2021
Python

CherryPieSexy / rl_mario

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Reinforcement learning (PPO) plays Mario.

reinforcement-learning super-mario-bros ppo ppo-pytorch

Updated Aug 4, 2021
Python

wegfawefgawefg / wegs-drl-baselines

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Minimum viable reinforcement learning algorithms for your educational convenience.

machine-learning reinforcement-learning deep-reinforcement-learning openai-gym pytorch dqn neural-networks reinforcement-learning-algorithms actor-critic dueling-dqn ppo reinforcement-learning-agent td3 world-models rainbow-dqn dqn-pytorch world-models-rl ppo-pytorch noisy-dqn

Updated Mar 4, 2021
Python

Git-123-Hub / reinforcement-learning-algorithm

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implementation of reinforcement learning algorithm that is easy to read and understand

reinforcement-learning deep-reinforcement-learning pytorch dqn reinforce ddpg sac ddqn dueling-dqn ppo prioritized-experience-replay td3 ppo-pytorch ddqn-per reinforce-baseline

Updated Feb 28, 2022
Python

davide97l / PPO-GAIL-cartpole

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GAIL learning to imitate PPO playing CartPole.

irl ppo gail cartpole-v0 ppo-pytorch irl-algorithms

Updated May 27, 2021
Jupyter Notebook

alirezakazemipour / Mario-PPO

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super-mario-bros proximal-policy-optimization ppo-pytorch

Updated Apr 10, 2021
Python

imoneoi / xrl-ppo

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Automated & super fast PyTorch deep reinforcement learning platform for autonomous driving

reinforcement-learning deep-learning deep-reinforcement-learning pytorch autonomous-driving autonomous-vehicles automated-machine-learning ppo ppo-pytorch

Updated Jul 21, 2020
Python

confiwent / PPO-based-ABR

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use PPO and A2C to learn an optimal bitrate adaptation policy for traditional video streaming. These algorithms were implemented with Pytorch and python3.6

a3c video-streaming abr ppo-pytorch