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The Top 23 Hierarchical Reinforcement Learning Open Source Projects

Open source projects categorized as Hierarchical Reinforcement Learning
Categories > Hierarchical Reinforcement Learning
Coach ⭐ 2,304
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
dependent packages 1total releases 13most recent commit a year agopypi rl-coach} Downloads
Awesome Deep Rl ⭐ 1,225
For deep RL and the future of AI.
most recent commit a year ago
Leakgan ⭐ 561
The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.
most recent commit 2 years ago
Hierarchical Actor Critic Hac Pytorch ⭐ 154
PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments
most recent commit 2 years ago
Featurecontrolhrl ⭐ 69
Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning
most recent commit 6 years ago
Pytorch Hdqn ⭐ 60
Hierarchical-DQN in pytorch (not actively maintained)
most recent commit 7 years ago
Drl_papernotes ⭐ 56
Notes and comments about Deep Reinforcement Learning papers
most recent commit 6 years ago
Option Critic ⭐ 53
A Tensorflow implementation of the Option-Critic Architecture
most recent commit 7 years ago
Trials ⭐ 49
Our codebase trials provide an implementation of the Select and Trade paper, which proposes a new paradigm for pair trading using hierarchical reinforcement learning. It includes the code for the proposed method and experimental results on real-world stock data to demonstrate its effectiveness.
most recent commit 8 months ago
Iclr2019 Rl Papers ⭐ 37
The Reinforcement-Learning-Related Papers of ICLR 2019
most recent commit 5 years ago
Hrac ⭐ 30
PyTorch code accompanying the paper "Generating Adjacency-Constrained Subgoals in Hierarchical Reinforcement Learning" (NeurIPS 2020 spotlight).
most recent commit 5 months ago
Glop ⭐ 22
[AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time
most recent commit 4 months ago
Taxi ⭐ 21
Hierarchical Online Planning and Reinforcement Learning on Taxi
most recent commit 6 years ago
Director ⭐ 20
Deep Hierarchical Planning from Pixels
most recent commit a year ago
Hrl4in ⭐ 20
Code for CoRL 2019 paper: HRL4IN: Hierarchical Reinforcement Learning for Interactive Navigation with Mobile Manipulators
most recent commit 3 years ago
Barl Simpleoptions ⭐ 20
A Python package that provides a simple framework for working with Options in Reinforcement Learning.
most recent commit 4 months ago
Hierarchycraft ⭐ 16
An environement builder for hierarchical reasoning research
most recent commit 3 months ago
Reinforcement Learning Papers ⭐ 13
My notes on reinforcement learning papers
most recent commit 6 years ago
H Tsp ⭐ 12
Official implementation of H-TSP (AAAI2023)
most recent commit 8 months ago
Dialogue Based Anti Fraud ⭐ 11
Code and data for EMNLP-IJCNLP 2019 paper "Are You for Real? Detecting Identity Fraud via Dialogue Interactions"
most recent commit 5 years ago
Hrl Rec ⭐ 8
"Hierarchical Reinforcement Learning for Integrated Recommendation" (AAAI 2021) https://ojs.aaai.org/index.php/AAAI/article/view/1
most recent commit 3 years ago
Generic Hierarchical Deep Reinforcement Learning For Sentiment Analysis ⭐ 8
A3C and generic hierarchical RL for sentiment analysis tasks
most recent commit 4 years ago
Hiernet Sc2 ⭐ 7
The codes, models, logs, and data for an extended paper of the original paper "On Reinforcement Learning for Full-length Game of StarCraft".
most recent commit 2 years ago
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