There are 2 repositories under deeprl topic.
Modularized Implementation of Deep RL Algorithms in PyTorch
Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)
LauzHack Deep Learning Bootcamp
OpenAI LunarLander-v2 DeepRL-based solutions (DQN, DuelingDQN, D3QN)
OpenAI MountainCar-v0 DeepRL-based solutions (DQN, DuelingDQN, D3QN)
You can see a reference for Books, Articles, Courses and Educational Materials in this field. Implementation of Reinforcement Learning Algorithms and Environments. Python, OpenAI Gym, Tensorflow.
This project contains several Deep Reinforcement Learning method and some experiments basd on OpenAi gym.
PPO with Hindsight Experience Replay (HER)
Atari OpenAI Pong-v4 DeepRL-based solutions (DQN, DuelingDQN, D3QN)
My Solution to Berkeley CS285 Deep Reinforcement Learning Fall22
이 저장소는 강화학습의 학습 방법 중 하나인 정책 경사(policy gradient)에 대한 방법론을 정리합니다.
OpenAI CartPole-v0 DeepRL-based solutions (DQN, DuelingDQN, D3QN)
Comprehensive Deep RL Implementations
This repository contains the implementation of a wide variety of Reinforcement Learning Projects in different applications of Bandit Algorithms, MDPs, Distributed RL and Deep RL. These projects include university projects and projects implemented due to interest in Reinforcement Learning.
This is a Deep Reinforcement Learning solution for the Lunar Lander problem in OpenAI Gym using dueling network architecture and the double DQN algorithm.
This project is an experiment that applies in real-time the style of famous paintings to popular fighting retro games, which are provided as Reinforcement Learning environments by DIAMBRA. It is based on the paper "Perceptual Losses for Real-Time Style Transfer and Super-Resolution".
Customized version of the original RSL RL project that additionally supports multi discrete action spaces, providing a fast and simple implementation of PPO algorithm, designed to run fully on GPU.
2022 Spring Semester, Personal Project Research
Sandbox for Deep Reinforcement Learning Algorithms
TensorFlow2 implementation of Self-Imitation Learning (SIL) with Synchronous Advantage Actor-Critic (A2C).
Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone focusing on 交流方式, 3、一流研究机构有哪些?, 4、业界大佬有哪些?, 联系方式, 5、怎么学习深度强化学习.