hierarchical-reinforcement-learning

There are 27 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
coach openai-gym reinforcement-learning tensorflow rl carla imitation-learning mujoco roboschool deep-learning hierarchical-reinforcement-learning starcraft starcraft2 starcraft2-ai distributed-reinforcement-learning mxnet onnx
Language:Python 2306
awesome-deep-rl
tigerneil / awesome-deep-rl
For deep RL and the future of AI.
aaai aamas agi aistats artificial-general-intelligence deep-reinforcement-learning distributional exploration-exploitation game hierarchical-reinforcement-learning iclr icml ijcai inverse-rl multiagent-reinforcement-learning planning reinforcement-learning reward theoretical-computer-science uai
Language:HTML 1370
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 generative-adversarial-network hierarchical-reinforcement-learning reinforcement-learning text-generation
Language:Python 575
nikhilbarhate99 / Hierarchical-Actor-Critic-HAC-PyTorch
PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments
pytorch reinforcement-learning reinforcement-learning-algorithms gym-environment hierarchical-reinforcement-learning actor-critic gym-environments openai-gym pytorch-implementation pytorch-rl deep-reinforcement-learning
Language:Python 271
Allenpandas / Reinforcement-Learning-Papers
📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.
deep-reinforcement-learning reinforcement-learning dqn imitation-learning multi-agent-reinforcement-learning policy-gradient q-learning artificial-intelligence reinforcement-learning-papers reinforcement-learning-conferences rl-papers aaai icml ijcai reinforcement-learning-conferences-papers reinforcement-learning-paper neurips hierarchical-reinforcement-learning meta-reinforcement-learning offline-reinforcement-learning
237
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.
algorithm-trading chinese-stock deep-reinforcement-learning finance fintech pair-trading pytorch stable-baselines3 stock-market drl-algorithms drl-framework drl-trading-agents federated-reinforcement-learning hierarchical-reinforcement-learning trading-tasks
Language:Python 90
danijar / director
Deep Hierarchical Planning from Pixels
algorithms decision-making deep-learning hierarchical-reinforcement-learning planning reinforcement-learning sparse-rewards world-models
Language:Python 81
Nat-D / FeatureControlHRL
Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning
hierarchical-reinforcement-learning reinforcement-learning
Language:Python 79
camigord / DRL_papernotes
Notes and comments about Deep Reinforcement Learning papers
reinforcement-learning hierarchical-reinforcement-learning papers intrinsic-motivation deep-reinforcement-learning
72
tdavchev / option-critic
A Tensorflow implementation of the Option-Critic Architecture
hierarchical-reinforcement-learning reinforcement-learning option-critic-architecture option-learning deep-learning tensorflow
Language:Python 70
hungtuchen / pytorch-hdqn
Hierarchical-DQN in pytorch (not actively maintained)
deep-reinforcement-learning hierarchical-dqn hierarchical-reinforcement-learning pytorch
Language:Jupyter Notebook 64
modriczhang / HRL-Rec
"Hierarchical Reinforcement Learning for Integrated Recommendation" (AAAI 2021) https://ojs.aaai.org/index.php/AAAI/article/view/16580
reinforcement-learning deep-reinforcement-learning machine-learning data-mining recommender-system reranking-mechanism list-wise multiobjective-optimization nerual-network hierarchical-reinforcement-learning search-engine nlp
Language:Python 49
ChengshuLi / HRL4IN
Code for CoRL 2019 paper: HRL4IN: Hierarchical Reinforcement Learning for Interactive Navigation with Mobile Manipulators
hierarchical-reinforcement-learning mobile-manipulators reinforcement-learning reinforcement-learning-algorithms robot-learning ppo
Language:Python 48
ewanlee / ICLR2019-RL-Papers
The Reinforcement-Learning-Related Papers of ICLR 2019
iclr2019 reinforcement-learning multiagent-reinforcement-learning model-free model-based-rl hierarchical-reinforcement-learning inverse-reinforcement-learning imitation-learning sequence-modeling robust-reinforcement-learning meta-learning transfer-learning intrinsic-reward online-learning
47
alok / rl_implementations
reptile reinforcement-learning policy-gradient dqn deep-learning deep-q-network deep-q-learning deep-reinforcement-learning lstm ddpg machine-learning meta-learning hierarchical-reinforcement-learning a2c actor-critic
Language:Jupyter Notebook 42
henry-yeh / GLOP
[AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time
autoregressive-neural-networks capacitated-vehicle-routing-problem deep-reinforcement-learning divide-and-conquer graph-neural-networks hierarchical-reinforcement-learning neural-combinatorial-optimization non-autoregressive prize-collecting-travelling-salesman-problem reinforcement-learning transformer travelling-salesman-problem vehicle-routing-problem
Language:Python 40
IDSIA / hhmarl_2D
Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat
air-combat heterogeneous-agents hierarchical-reinforcement-learning multi-agent-reinforcement-learning
Language:Python 35
trzhang0116 / HRAC
PyTorch code accompanying the paper "Generating Adjacency-Constrained Subgoals in Hierarchical Reinforcement Learning" (NeurIPS 2020 spotlight).
hierarchical-reinforcement-learning
Language:Python 34
aijunbai / taxi
Hierarchical Online Planning and Reinforcement Learning on Taxi
mdp reinforcement-learning planning hierarchical-reinforcement-learning maxq maxq-op
Language:C++ 30
Learning4Optimization-HUST / H-TSP
Official implementation of H-TSP (AAAI2023)
deep-learning hierarchical-reinforcement-learning pytorch reinforcement-learning tsp-problem
Language:Python 24
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.
reinforcement-learning deep-reinforcement-learning deep-learning deep-neural-networks starcraft2 starcraft2-ai starcraft-ii starcraft2-agents hierarchical-reinforcement-learning
Language:Python 21
jayLEE0301 / dhrl_official
Official code for "DHRL: A Graph-Based Approach for Long-Horizon and Sparse Hierarchical Reinforcement Learning" (NeurIPS 2022 Oral)
deep-learning hierarchical-reinforcement-learning pytorch reinforcement-learning
Language:Python 20
Ueva / BaRL-SimpleOptions
A Python package that provides a simple framework for working with Options in Reinforcement Learning.
reinforcement-learning reinforcement-learning-options university-of-bath rl research hierarchical-reinforcement-learning
Language:Python 20
Kirili4ik / HRL-taxi
Solution for Taxi env using HRL (Hierarchical reinforcement learning) (2018)
hierarchical-reinforcement-learning maxq rl python3
Language:Python 18
mikezhang95 / HDNO
This is the source code for HDNO: a hierarchical model for task-oriented dialogue system.
natural-language-processing dialogue-systems reinforcement-learning hierarchical-reinforcement-learning natural-language-generation task-oriented-dialogue-system multiwoz pytorch latent-variables option-framework chatbot policy-gradient latent-dialogue-act
Language:Python 18
IRLL / HierarchyCraft
An environement builder for hierarchical reasoning research
minecraft hierarchical-planning hierarchical-reinforcement-learning hierarchy minigrid python reinforcement-learning-environment hierarchical-reasoning
Language:Python 16
johnlime / RlkitExtension
Collection of reinforcement learning algorithms
hierarchical-reinforcement-learning proximal-policy-optimization reinforcement-learning
Language:Python 15
Leechikara / Dialogue-Based-Anti-Fraud
Code and data for EMNLP-IJCNLP 2019 paper "Are You for Real? Detecting Identity Fraud via Dialogue Interactions"
dialogue-systems reinforcement-learning graph-neural-networks hierarchical-reinforcement-learning pytorch
Language:Python 15
Francesco-Sovrano / Generic-Hierarchical-Deep-Reinforcement-Learning-for-Sentiment-Analysis
A3C and generic hierarchical RL for sentiment analysis tasks
sentiment-analysis deep-reinforcement-learning a3c hierarchical-reinforcement-learning
Language:Python 14
yoonholee / reinforcement-learning-papers
My notes on reinforcement learning papers
reinforcement-learning papers meta-rl hierarchical-reinforcement-learning deep-reinforcement-learning
14
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.
deep-reinforcement-learning iclr-2023 icml-2023 neurips-2023 reinforcement-learning reinforcement-learning-paper reinforcement-learning-papers aaai-2023 aamas-2023 deep-reinforcement-learning-paper deep-reinforcement-learning-papers icra-2023 ijcai-2023 meta-reinforcement-learning safe-reinforcement-learning inverse-reinforcement-learning multi-agent-reinforcement-learning hierarchical-reinforcement-learning
12
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
reinforcement-learning iclr2018 language-grounding multi-task-learning hierarchical-reinforcement-learning
Language:Python 11
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.
hierarchical-reinforcement-learning sentiment-analysis rogue actor-critic hierarchical-architectures a3c car-controller openai-gym deep-reinforcement-learning ppo experience-replay
Language:Python 10
ysaibhargav / mlsh-gpu
machine-learning tensorflow reinforcement-learning hierarchical-reinforcement-learning meta-learning
Language:Python 9
ahq1993 / compositional_reinforcement_learning
Deep reinforcement learning-basedskill transfer and composition method
composition deep-learning deep-reinforcement-learning hierarchical-reinforcement-learning reinforcement-learning transfer-learning
Language:Python 8
bonaert / explainable_rl
Master thesis work: explaining deep reinforcement learning policies
reinforcement-learning explainable-ai machine-learning hierarchical-reinforcement-learning explanation high-level-plan hierarchical-agents deep-learning explanations subgoals
Language:Jupyter Notebook 8