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Search results for rl ppo

63 search results found

Tianshou ⭐ 7,125

An elegant PyTorch deep reinforcement learning library.

Rl Stock ⭐ 2,419

📈 如何用深度强化学习自动炒股

Minimalrl ⭐ 2,417

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

Rl Baselines3 Zoo ⭐ 1,640

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

Rl Baselines Zoo ⭐ 1,025

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

Rl_games ⭐ 603

RL implementations

Ppo For Beginners ⭐ 427

A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-w

Pytorch Drl ⭐ 387

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

Reinforcement Implementation ⭐ 380

Implementation of benchmark RL algorithms

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

Machine Learning Is All You Need ⭐ 337

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

RAD: Reinforcement Learning with Augmented Data

Lets Do Irl ⭐ 269

Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)

Reinforcement_learning ⭐ 250

Reinforcement learning tutorials

Stable Baselines ⭐ 221

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

Tf_deep_rl_trader ⭐ 186

Trading Environment(OpenAI Gym) + PPO(TensorForce)

Deep_rl_with_pytorch ⭐ 174

A pytorch tutorial for DRL(Deep Reinforcement Learning)

Awesome Rl ⭐ 110

Awesome RL: Papers, Books, Codes, Benchmarks

Ros2learn ⭐ 98

ROS 2 enabled Machine Learning algorithms

Deep Reinforcement Learning With Python ⭐ 94

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

Safety Starter Agents ⭐ 86

Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Reinforcement Learning" paper.

Run Skeleton Run ⭐ 81

Reason8.ai PyTorch solution for NIPS RL 2017 challenge

Mujoco Benchmark ⭐ 78

Provide full reinforcement learning benchmark on mujoco environments, including ddpg, sac, td3, pg, a2c, ppo, library

Rl Bot Football ⭐ 54

An RL agent for the Google Football environment

Pytorch Rl ⭐ 53

Learning2run ⭐ 53

Our NIPS 2017: Learning to Run source code

Pensieve Ppo ⭐ 51

The simplest implementation of Pensieve (SIGCOMM' 17) via state-of-the-art RL algorithms, including PPO, DQN, and SAC

Rl Experiments ⭐ 47

High-quality implementations of deep reinforcement learning algorithms for experiments

Stanford Osrl ⭐ 46

NIPS2017 challenge

Pytorch Learn Reinforcement Learning ⭐ 42

A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.

Realworldrl_suite ⭐ 35

Real-World RL Benchmark Suite

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

Hybrid Cp Rl Solver ⭐ 24

Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization

A graphical inteface for reinforcement learning and gym-based environments. Integrates tensorboard and various configuration utilities for ease of usage.

Neural Dynamic Policies ⭐ 19

Deep Rl Toolkit ⭐ 15

RLToolkit is a flexible and high-efficient reinforcement learning framework. Include implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

Torch Rl ⭐ 15

Study_group_of_model Based_rl ⭐ 15

Study Group of Model-based RL, 高橋研究室のモデルベース強化学習勉強会のスライドのまとめです

fork of rl-baseline-zoo

Rl_trading ⭐ 14

Robot Learning ⭐ 14

Reinforcement learning for deep brain stimulation (DBS) modeling

Expresslanes_deep Rl ⭐ 12

A clean framework and implementations for reinforcement learning algorithms.

Rl Practice Keras ⭐ 11

Policy_based_rl ⭐ 10

The implement of the policy gradient RL algorithm with pytorch

Rl Botics ⭐ 10

Deep Reinforcement Learning Toolbox for Robotics using Keras and TensorFlow

Deepreinforcementlearningpapers ⭐ 9

A Reinforcement Learning framework for the NAO robot

KERL: reinforcement learning algorithms and tools implemented using Keras

A project for the DRL framework. AINE means "Agent IN Environment".

Landing Starships ⭐ 8

Make autonomous landing rockets using Deep Reinforcement Learning (Unity ML-Agents)

A Deep Reinforcement Learning (DeepRL) package for RL algorithm developers.

Example of an agents for neodroid environments 💡

Rl Framework ⭐ 8

Framework of Reinforcement Learning algorithms for AILab, Peking University

Rl Multi Agent Car Parking ⭐ 8

Multi-Agent Car Parking using Reinforcement Learning.

Benchmark Efficient Reinforcement Learning With Demonstrations ⭐ 7

Benchmark present methods for efficient reinforcement learning. Methods include Reptile, MAML, Residual Policy, etc. RL algorithms include DDPG, PPO.

Rl Toolkit ⭐ 7

Metalearning_rl ⭐ 6

Ppo Pytorch ⭐ 6

Deep RL for portfolio management

Data_center_simulation ⭐ 6

Data Center Environment and Reinforcement Learning (RL) Control

Wegs Drl Baselines ⭐ 5

Minimum viable reinforcement learning algorithms for your educational convenience.

Rl Baselines ⭐ 5

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1-63 of 63 search results

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