GitHub topics: hierarchical-reinforcement-learning

Repositories

nikhilbarhate99/Hierarchical-Actor-Critic-HAC-PyTorch

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

Language: Python - Size: 1010 KB - Last synced at: 2 days ago - Pushed at: over 3 years ago - Stars: 315 - Forks: 55

tigerneil/awesome-deep-rl

For deep RL and the future of AI.

Language: HTML - Size: 1.92 MB - Last synced at: 4 days ago - Pushed at: about 1 year ago - Stars: 1,459 - Forks: 218

gabrielgcbs/jaguar

Jaguar: A Hierarchical Deep Reinforcement Learning approach with Transfer Learning for StarCraft II

Language: Python - Size: 48.8 KB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 4 - Forks: 0

IntelLabs/coach 📦

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

Language: Python - Size: 71.8 MB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 2,346 - Forks: 463

IDSIA/hhmarl_2D

Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat

Language: Python - Size: 1.68 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 91 - Forks: 16

Learning4Optimization-HUST/H-TSP

Official implementation of H-TSP (AAAI2023)

Language: Python - Size: 87.9 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 46 - Forks: 13

danijar/director

Deep Hierarchical Planning from Pixels

Language: Python - Size: 6.1 MB - Last synced at: 30 days ago - Pushed at: over 2 years ago - Stars: 95 - Forks: 22

Kirili4ik/HRL-taxi

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

Language: Python - Size: 54.7 KB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 21 - Forks: 5

IRLL/HierarchyCraft

An environement builder for hierarchical reasoning research

Language: Python - Size: 28.4 MB - Last synced at: 28 days ago - Pushed at: 2 months ago - Stars: 19 - Forks: 4

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.

Size: 352 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 29 - Forks: 0

Ueva/BaRL_Envs

A collection of useful environments for testing Reinforcement Learning algorithms. Designed (mostly) with discrete, graph-based methods in mind.

Language: Python - Size: 333 KB - Last synced at: about 23 hours ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 1

Ueva/BaRL-SimpleOptions

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

Language: Python - Size: 394 KB - Last synced at: 30 days ago - Pushed at: 3 months ago - Stars: 21 - Forks: 3

(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.

Language: Python - Size: 1.14 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 24 - Forks: 2

henry-yeh/GLOP

[AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time

Language: Python - Size: 1.21 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 79 - Forks: 11

alok/rl_implementations

Language: Jupyter Notebook - Size: 792 KB - Last synced at: 7 days ago - Pushed at: almost 6 years ago - Stars: 43 - Forks: 5

camigord/DRL_papernotes

Notes and comments about Deep Reinforcement Learning papers

Size: 2.39 MB - Last synced at: 2 months ago - Pushed at: over 7 years ago - Stars: 77 - Forks: 15

globalapptesting/blog-designing-interface-for-hrl-envs

An interface for hierarchical environments.

Language: Python - Size: 448 KB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

Nat-D/FeatureControlHRL

Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning

Language: Python - Size: 2.74 MB - Last synced at: 5 months ago - Pushed at: over 7 years ago - Stars: 80 - Forks: 13

Allenpandas/Reinforcement-Learning-Papers

📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.

Size: 608 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 246 - Forks: 30

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.

Language: Python - Size: 6.96 MB - Last synced at: 11 months ago - Pushed at: almost 3 years ago - Stars: 577 - Forks: 180

bonaert/explainable_rl

Master thesis work: explaining deep reinforcement learning policies

Language: Jupyter Notebook - Size: 19.5 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 1

cosynus-lix/STAR

Implementation of STAR from the paper "Reconciling Spatial and Temporal Abstractions for Goal Representation" (ICLR 2024)

Language: C - Size: 40.5 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

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.

Language: Python - Size: 5.43 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 90 - Forks: 22

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.

Language: Python - Size: 15.5 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 10 - Forks: 1

LinghengMeng/4_Room_World_Environment

This repository provides a simulation of 4-Room-World environment.

Language: Python - Size: 4.89 MB - Last synced at: 7 months ago - Pushed at: over 6 years ago - Stars: 6 - Forks: 3

Francesco-Sovrano/Generic-Hierarchical-Deep-Reinforcement-Learning-for-Sentiment-Analysis

A3C and generic hierarchical RL for sentiment analysis tasks

Language: Python - Size: 72.6 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 14 - Forks: 2

tdavchev/option-critic

A Tensorflow implementation of the Option-Critic Architecture

Language: Python - Size: 13.7 KB - Last synced at: about 1 year ago - Pushed at: almost 8 years ago - Stars: 70 - Forks: 16

upiterbarg/hihack

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

Language: Python - Size: 33.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 1

hungtuchen/pytorch-hdqn

Hierarchical-DQN in pytorch (not actively maintained)

Language: Jupyter Notebook - Size: 413 KB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 60 - Forks: 20

Juno-T/pyham

Python implementation of Hierarchies of Abstract Machines (HAMs)

Language: Python - Size: 891 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

modriczhang/HRL-Rec

"Hierarchical Reinforcement Learning for Integrated Recommendation" (AAAI 2021) https://ojs.aaai.org/index.php/AAAI/article/view/16580

Language: Python - Size: 16.5 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 49 - Forks: 5

trzhang0116/HRAC

PyTorch code accompanying the paper "Generating Adjacency-Constrained Subgoals in Hierarchical Reinforcement Learning" (NeurIPS 2020 spotlight).

Language: Python - Size: 13.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 30 - Forks: 6

ahq1993/compositional_reinforcement_learning

Deep reinforcement learning-basedskill transfer and composition method

Language: Python - Size: 8.43 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 6

grimmlab/SynGameZero

SynGameZero – Flowsheet Synthesis in a Game environment with Zero Knowledge

Size: 48.8 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

johnlime/RlkitExtension Fork of rail-berkeley/rlkit

Collection of reinforcement learning algorithms

Language: Python - Size: 12.8 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 15 - Forks: 3

ewanlee/ICLR2019-RL-Papers

The Reinforcement-Learning-Related Papers of ICLR 2019

Size: 33.2 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 45 - Forks: 12

domingoesteban/hiu_sac

Pytorch implementation of Hierarchical Intentional-Unintentional Soft Actor-Critic (HIU-SAC) algorithm

Language: Python - Size: 281 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 5 - Forks: 0

ZikangXiong/two-d-nav-gym

Pure-python-based, lightweight 2d-navigation environments.

Language: Python - Size: 157 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 3

ysaibhargav/mlsh-gpu

Language: Python - Size: 142 KB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 9 - Forks: 2

ChengshuLi/HRL4IN

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

Language: Python - Size: 83 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 41 - Forks: 14

andrewli77/combinatorial-rl-tasks

Tasks with combinatorial structure embedded in MuJoCo robotics environments.

Language: Python - Size: 1.03 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1

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

Language: Python - Size: 54.7 KB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 11 - Forks: 0

s-mawjee/feudal-q-learning

Feudal Reinforcement Learning with Q learning

Language: Jupyter Notebook - Size: 934 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 3 - Forks: 0

mikezhang95/HDNO

This is the source code for HDNO: a hierarchical model for task-oriented dialogue system.

Language: Python - Size: 214 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 18 - Forks: 0

hipoglucido/Hierarchical-DRL-Tensorflow

Hierarchical Reinforcement Learning on Space Fortress

Language: Jupyter Notebook - Size: 54 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 7 - Forks: 5

aklein4/AttenPi

An end-to-end differentiable hierarchical reinforcement learning agent based on continuous sub-policy attention.

Language: Python - Size: 53.1 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

jayLEE0301/dhrl_official

Code for "DHRL: A Graph-Based Approach for Long-Horizon and Sparse Hierarchical Reinforcement Learning" (NeurIPS 2022 Oral)

Language: Python - Size: 67.4 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 3

aijunbai/programmable-reinforcement-learning Fork of bhaskara/programmable-reinforcement-learning

Reinforcement learning algorithms constrained by a partial program

Language: Common Lisp - Size: 253 KB - Last synced at: about 2 years ago - Pushed at: about 14 years ago - Stars: 0 - Forks: 0

Trinkle23897/VizDoom2018-Track1

Supplemental materials for "Playing FPS Games with Environment-Aware Hierarchical Reinforcement Learning", accepted by IJCAI'19

Size: 14.6 MB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 0

aijunbai/taxi

Hierarchical Online Planning and Reinforcement Learning on Taxi

Language: C++ - Size: 747 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 27 - Forks: 11

sash-a/HrlMuJoCoEnvs.jl

HRL envs from Data efficient hierarchical reinforcement learning in Julia using Lyceum MuJoCo

Language: Julia - Size: 1.81 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

ghanzouri/CS330-Posterior-Goal-Sampling-for-Hierarchical-Reinforcement-Learning

Posterior Goal Sampling for Hierarchical Reinforcement Learning

Language: Python - Size: 2.16 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

UnrealTracking/HiT-MAC Fork of XuJing1022/HiT-MAC

This repository is the official implementation of "Learning Multi-Agent Coordination for Enhancing Target Coverage in Directional Sensor Networks."(NeurIPS 2020)

Size: 2.27 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0

sunghoonhong/VI-GAIL

Video Input Generative Adversarial Imitation Learning

Language: Python - Size: 102 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 0

yoonholee/reinforcement-learning-papers

My notes on reinforcement learning papers

Size: 9.08 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 14 - Forks: 2

Juno-T/pyham-coroutine

Python implementation of Hierarchies of Abstract Machine (HAM) as a python coroutine. (Abandoned, new repo at Juno-T/pyham)

Language: Python - Size: 25.4 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ropiens/project-sandwich-man

A project for researching a complex and long-horizon manipulation task especially focused on hierarchically stacking blocks.

Language: Python - Size: 118 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 0

rafelps/learning-recursive-goal-proposal

Learning Recursive Goal Proposal: A hierarchical Reinforcement Learning Approach

Language: Python - Size: 5.77 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 1

lephamtuyen/hdrqn

hdrqn

Language: Python - Size: 85 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0

DigZator/option-critic

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

Size: 1000 Bytes - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

vanstrn/RL_public

A public release of my RL research.

Language: Python - Size: 4.41 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 1

aijunbai/keepaway Fork of tjpalmer/keepaway

Concurrent Hierarchical Reinforcement Learning for RoboCup Keepaway

Language: C++ - Size: 58 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 7 - Forks: 5

sash-a/ScalableHrlEs.jl

OpenAI's ES used in a feudal hrl style

Language: Julia - Size: 1.51 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

P-Schumacher/ant_repo

This repo implements the HIRO algorithm for Hierarchical Reinforcement Learning in the original environment using Tensorflow 2.

Language: Python - Size: 137 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 1

khaledfouda/Exploration-and-Implementation-of-the-MAXQ-andQlearning-algorithms-for-the-taxi-problem

In this paper we re-define MAXQ and the taxi environment and Implement them in R. We then apply Qlearning to the same problem. Our conclusion is that MAXQ works as good as Qlearning for this problem. Our aim is illustrate the advantages of using hierarchical reinforcement learning methods.

Language: R - Size: 1.72 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

Related Keywords