hierarchical-reinforcement-learning
There are 72 repositories under hierarchical-reinforcement-learning topic.
IntelLabs/coach
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
tigerneil/awesome-deep-rl
For deep RL and the future of AI.
CR-Gjx/LeakGAN
The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.
Allenpandas/Reinforcement-Learning-Papers
📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.
nikhilbarhate99/Hierarchical-Actor-Critic-HAC-PyTorch
PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments
IDSIA/hhmarl_2D
Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat
The-FinAI/trials
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.
danijar/director
Deep Hierarchical Planning from Pixels
henry-yeh/GLOP
[AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time
Nat-D/FeatureControlHRL
Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning
camigord/DRL_papernotes
Notes and comments about Deep Reinforcement Learning papers
tdavchev/option-critic
A Tensorflow implementation of the Option-Critic Architecture
hungtuchen/pytorch-hdqn
Hierarchical-DQN in pytorch (not actively maintained)
ChengshuLi/HRL4IN
Code for CoRL 2019 paper: HRL4IN: Hierarchical Reinforcement Learning for Interactive Navigation with Mobile Manipulators
modriczhang/HRL-Rec
"Hierarchical Reinforcement Learning for Integrated Recommendation" (AAAI 2021) https://ojs.aaai.org/index.php/AAAI/article/view/16580
ewanlee/ICLR2019-RL-Papers
The Reinforcement-Learning-Related Papers of ICLR 2019
Learning4Optimization-HUST/H-TSP
Official implementation of H-TSP (AAAI2023)
alok/rl_implementations
Reinforcement learning algorithm implementations and ML experimentation workspace
trzhang0116/HRAC
PyTorch code accompanying the paper "Generating Adjacency-Constrained Subgoals in Hierarchical Reinforcement Learning" (NeurIPS 2020 spotlight).
aijunbai/taxi
Hierarchical Online Planning and Reinforcement Learning on Taxi
Allenpandas/2023-Reinforcement-Learning-Conferences-Papers
The proceedings of top conference in 2023 on the topic of Reinforcement Learning (RL), including: AAAI, IJCAI, NeurIPS, ICML, ICLR, ICRA, AAMAS and more.
liuruoze/HierNet-SC2
(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.
jayLEE0301/dhrl_official
Official code for "DHRL: A Graph-Based Approach for Long-Horizon and Sparse Hierarchical Reinforcement Learning" (NeurIPS 2022 Oral)
IRLL/HierarchyCraft
An environement builder for hierarchical reasoning research
Kirili4ik/HRL-taxi
Solution for Taxi env using HRL (Hierarchical reinforcement learning) (2018)
Ueva/BaRL-SimpleOptions
A Python package that provides a simple framework for working with Options in Reinforcement Learning.
mikezhang95/HDNO
This is the source code for HDNO: a hierarchical model for task-oriented dialogue system.
Leechikara/Dialogue-Based-Anti-Fraud
Code and data for EMNLP-IJCNLP 2019 paper "Are You for Real? Detecting Identity Fraud via Dialogue Interactions"
Francesco-Sovrano/Generic-Hierarchical-Deep-Reinforcement-Learning-for-Sentiment-Analysis
A3C and generic hierarchical RL for sentiment analysis tasks
johnlime/RlkitExtension
Collection of reinforcement learning algorithms
yoonholee/reinforcement-learning-papers
My notes on reinforcement learning papers
Francesco-Sovrano/Framework-for-Actor-Critic-deep-reinforcement-learning-algorithms
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.
vkurenkov/hierarchical-skill-acquisition
Implementation of the Hierarchical and Interpretable Skill Acquisition in Multi-task Reinforcement Learning by Tianmin Shu, Caiming Xiong, and Richard Socher
upiterbarg/hihack
[NeurIPS 2023] Official code release accompanying the paper "NetHack is Hard to Hack" (Piterbarg, Pinto, Fergus)
ahq1993/compositional_reinforcement_learning
Deep reinforcement learning-basedskill transfer and composition method