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)

This project contains several Deep Reinforcement Learning method and some experiments basd on OpenAi gym.

DeepRL para Forex Trading

Atari OpenAI Pong-v4 DeepRL-based solutions (DQN, DuelingDQN, D3QN)

My own implementation of deep reinforcement learning algorithms.

Comprehensive Deep RL Implementations

OpenAI MountainCar-v0 DeepRL-based solutions (DQN, DuelingDQN, D3QN)

Implementation of Continuous Control RL Algorithms

TensorFlow2 implementation of Self-Imitation Learning (SIL) with Synchronous Advantage Actor-Critic (A2C).

My Solution to Berkeley CS285 Deep Reinforcement Learning Fall22

Soccer3D Deep RL Framework

PPO with Hindsight Experience Replay (HER)

이 저장소는 강화학습의 학습 방법 중 하나인 정책 경사(policy gradient)에 대한 방법론을 정리합니다.

This is a Deep Reinforcement Learning solution for the Lunar Lander problem in OpenAI Gym using dueling network architecture and the double DQN algorithm.

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.

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.

OpenAI CartPole-v0 DeepRL-based solutions (DQN, DuelingDQN, D3QN)