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hierarchical-reinforcement-learning

Here are 71 public repositories matching this topic...

IntelLabs / coach

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

reinforcement-learning deep-learning mxnet tensorflow openai-gym rl starcraft imitation-learning hierarchical-reinforcement-learning coach mujoco starcraft2 onnx roboschool carla starcraft2-ai distributed-reinforcement-learning

Updated Dec 11, 2022
Python

awesome-deep-rl

tigerneil / awesome-deep-rl

For deep RL and the future of AI.

Updated Mar 1, 2024
HTML

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.

natural-language-processing reinforcement-learning text-generation generative-adversarial-network hierarchical-reinforcement-learning

Updated Jul 2, 2022
Python

nikhilbarhate99 / Hierarchical-Actor-Critic-HAC-PyTorch

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

reinforcement-learning deep-reinforcement-learning openai-gym pytorch reinforcement-learning-algorithms hierarchical-reinforcement-learning actor-critic gym-environment pytorch-rl gym-environments pytorch-implementation

Updated Nov 24, 2021
Python

Allenpandas / Reinforcement-Learning-Papers

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

reinforcement-learning deep-reinforcement-learning q-learning artificial-intelligence dqn policy-gradient imitation-learning aaai ijcai reinforcement-learning-papers hierarchical-reinforcement-learning icml multi-agent-reinforcement-learning neurips meta-reinforcement-learning offline-reinforcement-learning rl-papers reinforcement-learning-conferences reinforcement-learning-paper reinforcement-learning-conferences-papers

Updated Apr 24, 2024

trials

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.

finance deep-reinforcement-learning pytorch fintech stock-market hierarchical-reinforcement-learning chinese-stock pair-trading algorithm-trading drl-trading-agents drl-algorithms drl-framework trading-tasks stable-baselines3 federated-reinforcement-learning

Updated Aug 31, 2023
Python

danijar / director

Deep Hierarchical Planning from Pixels

reinforcement-learning deep-learning algorithms decision-making planning hierarchical-reinforcement-learning world-models sparse-rewards

Updated Dec 21, 2022
Python

Nat-D / FeatureControlHRL

Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning

reinforcement-learning hierarchical-reinforcement-learning

Updated Nov 22, 2017
Python

camigord / DRL_papernotes

Notes and comments about Deep Reinforcement Learning papers

reinforcement-learning deep-reinforcement-learning papers hierarchical-reinforcement-learning intrinsic-motivation

Updated Jan 4, 2018

tdavchev / option-critic

A Tensorflow implementation of the Option-Critic Architecture

reinforcement-learning deep-learning tensorflow hierarchical-reinforcement-learning option-critic-architecture option-learning

Updated Jun 1, 2017
Python

hungtuchen / pytorch-hdqn

Hierarchical-DQN in pytorch (not actively maintained)

deep-reinforcement-learning pytorch hierarchical-reinforcement-learning hierarchical-dqn

Updated Jun 23, 2017
Jupyter Notebook

modriczhang / HRL-Rec

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

nlp search-engine machine-learning data-mining reinforcement-learning deep-reinforcement-learning recommender-system hierarchical-reinforcement-learning multiobjective-optimization nerual-network reranking-mechanism list-wise

Updated Sep 12, 2021
Python

ChengshuLi / HRL4IN

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

reinforcement-learning reinforcement-learning-algorithms hierarchical-reinforcement-learning robot-learning ppo mobile-manipulators

Updated Aug 12, 2021
Python

ewanlee / ICLR2019-RL-Papers

The Reinforcement-Learning-Related Papers of ICLR 2019

reinforcement-learning transfer-learning imitation-learning online-learning hierarchical-reinforcement-learning inverse-reinforcement-learning multiagent-reinforcement-learning meta-learning model-based-rl model-free iclr2019 intrinsic-reward robust-reinforcement-learning sequence-modeling

Updated May 28, 2019

alok / rl_implementations

machine-learning reinforcement-learning deep-learning deep-reinforcement-learning lstm dqn policy-gradient deep-q-network ddpg hierarchical-reinforcement-learning actor-critic reptile deep-q-learning meta-learning a2c

Updated Jun 8, 2019
Jupyter Notebook

henry-yeh / GLOP

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

reinforcement-learning deep-reinforcement-learning transformer vehicle-routing-problem hierarchical-reinforcement-learning divide-and-conquer travelling-salesman-problem neural-combinatorial-optimization autoregressive-neural-networks graph-neural-networks non-autoregressive capacitated-vehicle-routing-problem prize-collecting-travelling-salesman-problem

Updated May 9, 2024
Python

IDSIA / hhmarl_2D

Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat

hierarchical-reinforcement-learning multi-agent-reinforcement-learning air-combat heterogeneous-agents

Updated May 2, 2024
Python

trzhang0116 / HRAC

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

hierarchical-reinforcement-learning

Updated Nov 6, 2023
Python

aijunbai / taxi

Hierarchical Online Planning and Reinforcement Learning on Taxi

reinforcement-learning planning mdp hierarchical-reinforcement-learning maxq maxq-op

Updated Oct 23, 2017
C++

Learning4Optimization-HUST / H-TSP

Official implementation of H-TSP (AAAI2023)

reinforcement-learning deep-learning pytorch hierarchical-reinforcement-learning tsp-problem

Updated Aug 25, 2023
Python

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