panyxy

panyxy's Stars

• opendilab/awesome-decision-transformer

  A curated list of Decision Transformer resources (continually updated)

  73631

• opendilab/awesome-exploration-rl

  A curated list of awesome exploration RL resources (continually updated)

  42612

• opendilab/awesome-model-based-RL

  A curated list of awesome model based RL resources (continually updated)

  97652

• opendilab/InterFuser

  [CoRL 2022] InterFuser: Safety-Enhanced Autonomous Driving Using Interpretable Sensor Fusion Transformer

  Language:Python55648

• opendilab/DI-smartcross

  Decision Intelligence platform for Traffic Crossing Signal Control

  Language:Python2354

• opendilab/GoBigger

  [ICLR 2023] Come & try Decision-Intelligence version of "Agar"! Gobigger could also help you with multi-agent decision intelligence study.

  Language:Python46334

• opendilab/DI-drive

  Decision Intelligence Platform for Autonomous Driving simulation.

  Language:Python58457

• opendilab/DI-star

  An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.

  Language:Python1.2k115

• opendilab/DI-engine

  OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

  Language:Python3.2k381

• facebookresearch/CausalSkillLearning

  Codebase for project about unsupervised skill learning via variational inference and causality.

  Language:Python4116

• SxJyJay/Transformer-backbone

  The reproduce of Transformer architecture in paper "Attention is all your need"

  Language:Python182

• vub-ai-lab/bdpi

  Sample-Efficient Reinforcement Learning with Bootstrapped Dual Policy Iteration

  Language:Python255

• TJU-DRL-LAB/self-supervised-rl

  Language:Python354

• FF93/Parameter-based-Value-Functions

  Language:Python6

• ikostrikov/pytorch-a2c-ppo-acktr-gail

  PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

  Language:Python3.7k830

• NLP-LOVE/ML-NLP

  此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

  Language:Jupyter Notebook16.2k4.6k

• 921kiyo/symbolic-rl

  Symbolic Reinforcement Learning using Inductive Logic Programming

  Language:Lasso6110

• alexfrom0815/Online-3D-BPP-PCT

  Code implementation of "Learning Efficient Online 3D Bin Packing on Packing Configuration Trees". We propose to enhance the practical applicability of online 3D Bin Packing Problem (BPP) via learning on a hierarchical packing configuration tree which makes the deep reinforcement learning (DRL) model easy to deal with practical constraints and well-performing even with continuous solution space.

  Language:Python25849

• changgyhub/leetcode_101

  LeetCode 101：力扣刷题指南

  8.9k1.2k

• soumye/bwmodel

  Implementation of Recall Traces

  Language:Python1

• soumye/recalltraces

  Implementation of Recall Traces for Atari

  Language:Python4

• florensacc/rllab-curriculum

  Language:Python13143

• hijkzzz/pymarl2

  Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)

  Language:Python643126

• jax-ml/jax

  Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

  Language:Python30.9k2.8k

• zhm-real/MotionPlanning

  Motion planning algorithms commonly used on autonomous vehicles. (path planning + path tracking)

  Language:Python2.3k581

• RoboStack/ros-noetic

  vinca configuration files for ros-noetic

  Language:Shell46973

• SheffieldML/GPy

  Gaussian processes framework in python

  Language:Python2.1k566

• albumentations-team/albumentations

  Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

  Language:Python14.5k1.7k

• gaoxiang12/slambook-en

  The English version of 14 lectures on visual SLAM.

  Language:TeX1.5k267

• salesforce/warp-drive

  Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning Framework on a GPU (JMLR 2022)

  Language:Python46778