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Search results for algorithms ddpg

33 search results found

Tianshou ⭐ 7,125

An elegant PyTorch deep reinforcement learning library.

Minimalrl ⭐ 2,417

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

Rl_algorithms ⭐ 470

Structural implementation of RL key algorithms

Huskarl ⭐ 417

Deep Reinforcement Learning Framework + Algorithms

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)

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

Reinforcement Learning Algorithms Based on PyTorch

Openai_lab ⭐ 314

An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.

Deep Rl ⭐ 270

Collection of Deep Reinforcement Learning algorithms

Stable Baselines ⭐ 221

Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

Torchrl ⭐ 127

Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)

Deep Reinforcement Learning In Large Discrete Action Spaces ⭐ 102

Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym

Reinforcement Learning ⭐ 95

🤖 Implements of Reinforcement Learning algorithms.

Model Free Algorithms ⭐ 52

TD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x

Reinforcementlearningzoo.jl ⭐ 45

reimplementation of the ddpg algorithm using tensorflow

A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms

Deep Rl Agents ⭐ 28

Reinforcement_learning_with_tensorflow ⭐ 25

Minimal implementations of reinforcement learning algorithms by Tensorflow

Simple Reinforcement Learning Framework

Code implementing the CORE-RL algorithm with DDPG, PPO, and TRPO. See the paper "Control Regularization for Reduced Variance Reinforcement Learning" for additional details.

Recurrent continuous reinforcement learning algorithms implemented in Pytorch.

Deep Reinforcement Learning Algorithm Collection ⭐ 17

Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.

Clean Python Implementation of the Deep Deterministic Policy Gradients Algorithm

Reinforcement Learning For Optimal Financial Trading ⭐ 15

Implementation of the DDPG algorithm for Optimal Finance Trading

Robot Learning ⭐ 14

Series of deep reinforcement learning algorithms 🤖

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

Rlcodebase ⭐ 12

RLCodebase: PyTorch Codebase For Deep Reinforcement Learning Algorithms

A JAX Implementation of the Twin Delayed DDPG Algorithm

Kair_algorithms_draft ⭐ 10

Reinforcement learning algorithms for robot control tasks

Cat_mouse_continuous_rl ⭐ 10

Using DDPG and A2C reinforcement learning algorithms to solve a math puzzle

Rl Botics ⭐ 10

Deep Reinforcement Learning Toolbox for Robotics using Keras and TensorFlow

Banrinochoujou ⭐ 9

これは　万里の長城　です〜

Sparse Reward Algorithms ⭐ 9

Implement many Sparse Reward algorithms in Gym Fetch environment

The Predictive Probabilistic Merging of Policies algorithm, implemented in combination with DDPG using Python

Multi Ddpg With Parameter Noise ⭐ 8

New reinforcement algorithm base on DDPG

Ddpg Tensorflow ⭐ 8

a simple demo of pendulem control using DDPG algorithm

Deep Reinforcement Learning With Pytorch ⭐ 8

Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO

Rl Framework ⭐ 8

Framework of Reinforcement Learning algorithms for AILab, Peking University

Atari_pong_ppo_dqn ⭐ 7

Reinforcement Learning ⭐ 7

Implementations of various RL and Deep RL algorithms in TensorFlow, PyTorch and Keras.

Quadcopter Deep Reinforcement Learning ⭐ 7

Train a quadcopter to fly with a deep reinforcement learning algorithm - DDPG

Implementation of Deep Reinforcement Learning algorithms in the Unity game engine.

Rl Agents ⭐ 6

Machinelearning ⭐ 6

Various machine learning implementations and tools

Implimenting DDPG Algorithm in Tensorflow-2.0

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