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)
OpenAI LunarLander-v2 DeepRL-based solutions (DQN, DuelingDQN, D3QN)
OpenAI MountainCar-v0 DeepRL-based solutions (DQN, DuelingDQN, D3QN)
This project contains several Deep Reinforcement Learning method and some experiments basd on OpenAi gym.
PPO with Hindsight Experience Replay (HER)
이 저장소는 강화학습의 학습 방법 중 하나인 정책 경사(policy gradient)에 대한 방법론을 정리합니다.
OpenAI CartPole-v0 DeepRL-based solutions (DQN, DuelingDQN, D3QN)
Atari OpenAI Pong-v4 DeepRL-based solutions (DQN, DuelingDQN, D3QN)
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.
Comprehensive Deep RL Implementations
My Solution to Berkeley CS285 Deep Reinforcement Learning Fall22
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).