Popular GitHub Repositories for Hierarchical Reinforcement Learning

The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.

PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments

Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat

Notes and comments about Deep Reinforcement Learning papers

Hierarchical-DQN in pytorch (not actively maintained)

Code for CoRL 2019 paper: HRL4IN: Hierarchical Reinforcement Learning for Interactive Navigation with Mobile Manipulators

(AAAI'2019) The codes, models, logs, and data for an extended paper of the original paper "On Reinforcement Learning for Full-length Game of StarCraft". AAAI = AAAI Conference on Artificial Intelligence.

A Python package that provides a simple framework for working with Options in Reinforcement Learning.

Solution for Taxi env using HRL (Hierarchical reinforcement learning) (2018)

Code and data for EMNLP-IJCNLP 2019 paper "Are You for Real? Detecting Identity Fraud via Dialogue Interactions"

A3C and generic hierarchical RL for sentiment analysis tasks

[NeurIPS 2023] Official code release accompanying the paper "NetHack is Hard to Hack" (Piterbarg, Pinto, Fergus)

Framework for developing Actor-Critic deep RL algorithms (A3C, A2C, PPO, GAE, etc..) in different environments (OpenAI's Gym, Rogue, Sentiment Analysis, Car Controller, etc..) with continuous and discrete action spaces.

Deep reinforcement learning-basedskill transfer and composition method

Video Input Generative Adversarial Imitation Learning

Modular Deep RL infrastructure in PyTorch

Tasks with combinatorial structure embedded in MuJoCo robotics environments.

Implementation of Option-Critic Algorithm - https://arxiv.org/abs/1609.05140