hierarchical-reinforcement-learning

Here are 49 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
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CR-Gjx / LeakGAN

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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
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nikhilbarhate99 / Hierarchical-Actor-Critic-HAC-PyTorch

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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

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
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danijar / director

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Deep Hierarchical Planning from Pixels

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

Updated Dec 21, 2022
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Nat-D / FeatureControlHRL

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Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning

reinforcement-learning hierarchical-reinforcement-learning

Updated Nov 22, 2017
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henry-yeh / GLOP

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[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 Jan 25, 2025
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IDSIA / hhmarl_2D

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Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat

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

Updated Sep 2, 2024
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tdavchev / option-critic

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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
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ChengshuLi / HRL4IN

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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
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modriczhang / HRL-Rec

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"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
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Learning4Optimization-HUST / H-TSP

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Official implementation of H-TSP (AAAI2023)

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

Updated Jun 20, 2024
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trzhang0116 / HRAC

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

hierarchical-reinforcement-learning

Updated Nov 6, 2023
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jayLEE0301 / dhrl_official

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

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

Updated Jan 23, 2023
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liuruoze / HierNet-SC2

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(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.

deep-neural-networks reinforcement-learning deep-learning deep-reinforcement-learning starcraft-ii hierarchical-reinforcement-learning starcraft2 starcraft2-ai starcraft2-agents