sepilqi

sepilqi's Stars

• vwxyzjn/cleanrl

  High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

  Language:Python6.1k686

• Farama-Foundation/Gymnasium

  An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

  Language:Python7.9k891

• tinkoff-ai/CORL

  High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC

  Language:Python1.1k137

• huggingface/blog

  Public repo for HF blog posts

  Language:Jupyter Notebook2.5k791

• takuseno/d3rlpy-benchmarks

  Benchmark data for d3rlpy

  Language:Python205

• asdqsczser/RecBole

  A unified, comprehensive and efficient recommendation library

  1

• feast-dev/feast

  The Open Source Feature Store for Machine Learning

  Language:Python5.7k1k

• maxpumperla/learning_ray

  Notebooks for the O'Reilly book "Learning Ray"

  Language:Jupyter Notebook27067

• kzl/decision-transformer

  Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

  Language:Python2.5k458

• opendilab/awesome-decision-transformer

  A curated list of Decision Transformer resources (continually updated)

  73931

• nikhilbarhate99/min-decision-transformer

  Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in OpenAI gym

  Language:Python25626

• tensorflow/datasets

  TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

  Language:Python4.3k1.6k

• minerllabs/minerl

  MineRL Competition for Sample Efficient Reinforcement Learning - Python Package

  Language:Java729157

• PaddlePaddle/PaddleRec

  Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，包含经典推荐系统数据集criteo 、movielens等

  Language:Python3.9k648

• shenweichen/DeepCTR

  Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

  Language:Python7.6k2.2k

• nisheeth-golakiya/carla-rl

  RL environments and trained agents in CARLA using RLlib

  Language:Python52

• sepilqi/awsome-rl

  A curated list of awesome Reinforcement Learning libraries, papers, open source repos, guides, blogs, and other resources.

  11

• YeWR/EfficientZero

  Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.

  Language:Python878137

• google-research/recsim

  A Configurable Recommender Systems Simulation Platform

  Language:Python749129

• takuseno/d3rlpy

  An offline deep reinforcement learning library

  Language:Python1.4k245

• rail-berkeley/rlkit

  Collection of reinforcement learning algorithms

  Language:Python2.6k555

• sven1977/rllib_tutorials

  Ray RLlib tutorial material

  Language:Jupyter Notebook11534

• aviralkumar2907/CQL

  Code for conservative Q-learning

  Language:Python42071

• openai/gym

  A toolkit for developing and comparing reinforcement learning algorithms.

  Language:Python35.2k8.6k

• chainer/chainerrl-visualizer

  Language:JavaScript5413

• coolwanglu/pdf2htmlEX

  Convert PDF to HTML without losing text or format.

  Language:HTML10.4k1.8k

• modriczhang/HRL-Rec

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

  Language:Python547

• Farama-Foundation/D4RL

  A collection of reference environments for offline reinforcement learning

  Language:Python1.4k289

• wangshusen/DRL

  Deep Reinforcement Learning

  3.5k596

• autogluon/autogluon

  Fast and Accurate ML in 3 Lines of Code

  Language:Python8.3k945