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35 search results found

Pytorch A2c Ppo Acktr Gail ⭐ 3,450

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).

Deep Reinforcement Learning

Lightzero ⭐ 767

[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios

JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.

Deep Reinforcement Learning Survey ⭐ 418

My Exploration on Deep Reinforcement Learning Survey

Pytorch Cpp Rl ⭐ 308

PyTorch C++ Reinforcement Learning

Pytorch Reinforce ⭐ 254

PyTorch Implementation of REINFORCE for both discrete & continuous control

Pytorch Trpo ⭐ 252

PyTorch implementation of Trust Region Policy Optimization

Pytorch_sac ⭐ 232

PyTorch implementation of Soft Actor-Critic (SAC)

Ddpg Aigym ⭐ 220

Continuous control with deep reinforcement learning - Deep Deterministic Policy Gradient (DDPG) algorithm implemented in OpenAI Gym environments

Code for the paper "Evolved Policy Gradients"

Gail Tf ⭐ 167

Tensorflow implementation of generative adversarial imitation learning

Rl Examples ⭐ 88

Examples of published reinforcement learning algorithms in recent literature implemented in TensorFlow

Reinforcement Learning Wechat Jump ⭐ 85

Reinforcement Learning for WeChat Jump

Rl Tools ⭐ 65

A Fast, Portable Deep Reinforcement Learning Library for Continuous Control

Pytorch A3c Mujoco ⭐ 62

Implement A3C for Mujoco gym envs

Drl_papernotes ⭐ 56

Notes and comments about Deep Reinforcement Learning papers

Off Policy Continuous Control ⭐ 53

Official PyTorch code for "Recurrent Off-policy Baselines for Memory-based Continuous Control" (DeepRL WS, NeurIPS 21)

Simionzoo ⭐ 34

A workbench for online model-free Reinforcement Learning on continuous control problems

Catalyst Rl Framework ⭐ 29

Catalyst.RL: A Distributed Framework for Reproducible RL Research

Tf2.0_reinforcement_learning ⭐ 17

Basic reinforcement learning implementation with tensorflow version 2.0

PyTorch implementation of Advantage Actor-Critic (A2C)

Deeprl Continuous Control ⭐ 14

Learning Continuous Control in Deep Reinforcement Learning

Simple and self-contained TensorFlow implementation of reinforcement learning algorithms for continuous control, integrated with OpenAI Gym and other physics engines.

Actionrobustrl ⭐ 10

Code accompanying the paper "Action Robust Reinforcement Learning and Applications in Continuous Control" https://arxiv.org/abs/1901.09184

Deep Bayesian Quadrature Policy Optimization ⭐ 9

Official implementation of the AAAI 2021 paper Deep Bayesian Quadrature Policy Optimization.

Pytorch implementation of the Deep Deterministic Policy Gradients Algorithm for Continuous Control

Neuralode Rl ⭐ 8

Neural Ordinary Differential Equations for Reinforcement Learning

Backproptools ⭐ 7

A Fast, Portable Deep Reinforcement Learning Library for Continuous Control

Twin Delayed Ddpg ⭐ 7

Pytorch Implementation of Twin Delayed Deep Deterministic Policy Gradients for Continuous Control

Continuouscontrol D4pg ⭐ 6

Train a double-jointed arm to reach target locations using D4PG continuous control Deep Reinforcement Learning

Continuous Control with Deep Reinforcement Learning

Neurips2018 Aiforprosthetics ⭐ 6

Reinforcement learning with musculoskeletal models

Spinning_up_kr ⭐ 6

Normalized Advantage Function Naf ⭐ 5

PyTorch implementation of the Q-Learning Algorithm Normalized Advantage Function for continuous control problems + PER and N-step Method

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