Zichen's repositories

DLRL-PlayGround

The code repo contains multiple code reproduction processes of various SOTA deep learning algorithms

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DecisionTransformer_StepbyStep

Decision Transformer: A brand new Offline RL Pattern.

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IrvingHeRoboticsRepo

RoboticsRepoForMyself

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Face_detection

Face Detection

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CPlusPlusWiki

Record the bits and pieces of self-learning C++

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PyWorkspace

This contains various reinforcement learning cases

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VectorZoo

VectorNet Encoder-based Motion Forecasting Algorithm Replication Repo

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awesome-cpp-cn

C++ 资源大全中文版,标准库、Web应用框架、人工智能、数据库、图片处理、机器学习、日志、代码分析等。由「开源前哨」和「CPP开发者」微信公号团队维护更新。

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awesome-model-based-RL

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

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DI-engine

OpenDILab Decision AI Engine

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DIPP_Play

[TNNLS] Differentiable Integrated Prediction and Planning Framework for Urban Autonomous Driving

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DRL

Deep Reinforcement Learning

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DRL-robot-navigation

Deep Reinforcement Learning for mobile robot navigation in ROS Gazebo simulator. Using Twin Delayed Deep Deterministic Policy Gradient (TD3) neural network, a robot learns to navigate to a random goal point in a simulated environment while avoiding obstacles.

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fucking-algorithm

手把手撕LeetCode题目,扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

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gym

A toolkit for developing and comparing reinforcement learning algorithms.

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ICRA2020-paper-list

ICRA2020 paperlist by paopaorobot

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InvariantTrajPredRepo

HiVT → QCNet → SIMPL

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iql-pytorch

An unofficial PyTorch implementation of In-sample Q-Learning (Implicit Q-Learning)

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MARL

Implementation for mSAC methods in PyTorch

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MARL-Papers

Paper list of multi-agent reinforcement learning (MARL)

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on-policy

This is the official implementation of Multi-Agent PPO (MAPPO).

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Python-RVO2

Optimal Reciprocal Collision Avoidance, Python bindings

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Reinforcement-Implementation

Implementation of benchmark RL algorithms

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Reinforcement-Learning-in-Robotics

This is a private learning repository for reinforcement learning techniques used in robotics.

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rl-collision-avoidance

Implementation of the paper "Towards Optimally Decentralized Multi-Robot Collision Avoidance via Deep Reinforcement Learning"

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robo-gym

An open source toolkit for Distributed Deep Reinforcement Learning on real and simulated robots.

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rommeo

IJCAI 2019 - Regularized Opponent Model with Maximum Entropy Objective (ROMMEO)

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ShenLanAcademy-PlanningControl

纵向控制:PID ;横向控制:Stanely \ LQR \ MPC

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Signal_Package

さまざまなデータ処理アルゴリズムの統合

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