reinforcement-learning-algorithms

#计算机科学#PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Repo for the Deep Reinforcement Learning Nanodegree program

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

#计算机科学#Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

#Awesome#A curated list of awesome model based RL resources (continually updated)

#计算机科学#A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-part-1-4-613dfc1b14c8.

#计算机科学#OpenAI Gym environments for an open-source quadruped robot (SpotMicro)

Really Fast End-to-End Jax RL Implementations

#Awesome#A curated list of Decision Transformer resources (continually updated)

#计算机科学#NMA deep learning course

MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.

#学习与技能提升#A curated list of Monte Carlo tree search papers with implementations.

A PyTorch library for building deep reinforcement learning agents.

🤖 The Full Process Python Package for Robot Learning from Demonstration and Robot Manipulation

#计算机科学#Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code

#计算机科学#Guided Policy Search

This is a project about deep reinforcement learning autonomous obstacle avoidance algorithm for UAV.

#计算机科学#CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

#计算机科学#Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"

《Reinforcement Learning: An Introduction》（第二版）中文翻译