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38 search results found

Reinforcement Learning With Tensorflow ⭐ 8,174

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Cleanrl ⭐ 3,947

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Pytorch A2c Ppo Acktr Gail ⭐ 3,484

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

Ppo Pytorch ⭐ 1,270

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

Super Mario Bros Ppo Pytorch ⭐ 692

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

Pytorch Rl ⭐ 638

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

Autonomous Learning Library ⭐ 616

A PyTorch library for building deep reinforcement learning agents.

Reinforcement Learning Algorithms ⭐ 407

This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)

Pytorch Drl ⭐ 387

PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

Pytorch Cpp Rl ⭐ 308

PyTorch C++ Reinforcement Learning

Tf_deep_rl_trader ⭐ 186

Trading Environment(OpenAI Gym) + PPO(TensorForce)

Torch Ac ⭐ 134

Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO

Episodic Transformer Memory Ppo ⭐ 99

Clean baseline implementation of PPO using an episodic TransformerXL memory

Sc2aibot ⭐ 84

Implementing reinforcement-learning algorithms for pysc2 -environment

Recurrent Ppo Truncated Bptt ⭐ 82

Baseline implementation of recurrent PPO using truncated BPTT

Gail_gym ⭐ 75

Implementation of Generatve Adversarial Imitation Learning (GAIL) for classic environments from OpenAI Gym.

Autonomous Driving In Carla Using Deep Reinforcement Learning ⭐ 61

Deep Reinforcement Learning (PPO) in Autonomous Driving (Carla) [from scratch]

Imitation_learning ⭐ 56

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

Relational_deep_reinforcement_learning ⭐ 41

PyTorch implementation of Proximal Policy Optimization

Rl_matrix ⭐ 36

Reinforcement Learning Agents in .NET

Policy Optimization with Penalized Point Probability Distance: an Alternative to Proximal Policy Optimization

Ppo Pytorch ⭐ 35

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

Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights on all environments.

Distributed Ppo ⭐ 23

This is an pytorch implementation of Distributed Proximal Policy Optimization(DPPO).

Reinforcement_learning_ppo_rnd ⭐ 14

Deep Reinforcement Learning by using Proximal Policy Optimization and Random Network Distillation in Tensorflow 2 and Pytorch with some explanation

Reinforcement_learning_phasic_policy_gradient ⭐ 10

Deep Reinforcement Learning by using Phasic Policy Gradient in Pytorch & Tensorflow

Spacefortress ⭐ 9

OpenAI Gym compatible reinforcement learning environment for Space Fortress https://arxiv.org/abs/1809.02206

A Torch Based RL Framework for Rapid Prototyping of Research Papers

Ppo Tensorflow 2.0 ⭐ 8

Proximal Policy Optimization with Tensorflow 2.0

RLbox: Solving OpenAI Gym with TensorFlow

Machinelearning ⭐ 6

Various machine learning implementations and tools

Spinning_up_kr ⭐ 6

Generative_adversarial_imitation_learning ⭐ 6

Soccer Ppo ⭐ 5

Udacity Deep Reinforcement Learning Nanodegree Program

Car Racing Ppo ⭐ 5

Implementation of a Deep Reinforcement Learning algorithm, Proximal Policy Optimization (SOTA), on a continuous action space openai gym (Box2D/Car Racing v0)

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1-38 of 38 search results

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