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461

2.3k

apache-2.0

126

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

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

This repository has been archived (exclude archived)

Created 2017-10-01

524 commits to master branch, last one about a year ago

awesome-deep-rl tigerneil

218

1.4k

mit

108

For deep RL and the future of AI.

Created 2017-02-03

408 commits to master branch, last one 8 months ago

LeakGAN CR-Gjx

182

577

unknown

24

The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.

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

Created 2017-09-22

37 commits to master branch, last one 2 years ago

Reinforcement-Learning-Papers Allenpandas

33

303

mit

15

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

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

Created 2023-01-05

117 commits to main branch, last one 5 months ago

Hierarchical-Actor-Critic-HAC-PyTorch nikhilbarhate99

48

296

mit

8

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

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

Created 2019-06-03

38 commits to master branch, last one 2 years ago

trials The-FinAI

29

112

mit

3

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 pro...

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

Created 2023-04-01

8 commits to main branch, last one about a year ago

director danijar

22

90

unknown

4

Deep Hierarchical Planning from Pixels

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

Created 2022-08-22

1 commits to main branch, last one about a year ago

GLOP henry-yeh

9

73

mit

2

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

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

Created 2022-09-13

136 commits to master branch, last one 8 days ago

hhmarl_2D IDSIA

13

64

unknown

8

Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat

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

Created 2023-09-14

24 commits to main branch, last one 2 months ago

HRL4IN ChengshuLi

13

55

mit

5

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

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

Created 2019-10-30

17 commits to master branch, last one 3 years ago

HRL-Rec modriczhang

7

53

apache-2.0

5

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

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

Created 2020-12-14

12 commits to main branch, last one 3 years ago

H-TSP Learning4Optimization-HUST

13

41

mit

1

Official implementation of H-TSP (AAAI2023)

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

Created 2022-11-29

11 commits to main branch, last one 5 months ago

2023-Reinforcement-Learning-Conferences-Papers Allenpandas

0

28

mit

2

The proceedings of top conference in 2023 on the topic of Reinforcement Learning (RL), including: AAAI, IJCAI, NeurIPS, ICML, ICLR, ICRA, AAMAS and more.

aaai-2023 iclr-2023 icml-2023 icra-2023 aamas-2023 ijcai-2023 neurips-2023 reinforcement-learning deep-reinforcement-learning meta-reinforcement-learning safe-reinforcement-learning reinforcement-learning-paper reinforcement-learning-papers inverse-reinforcement-learning deep-reinforcement-learning-paper deep-reinforcement-learning-papers multi-agent-reinforcement-learning hierarchical-reinforcement-learning

Created 2023-11-11

18 commits to main branch, last one about a year ago