Pinned Repositories
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Book-Mathmatical-Foundation-of-Reinforcement-Learning
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
carla
Open-source simulator for autonomous driving research.
carla-gym
Multi-agent reinforcement learning interface for CARLA Autonomous Driving simulator compatible with PettingZoo
ChatPaper
Use ChatGPT to summarize the arXiv papers. 全流程加速科研,利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复
cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
CS-BAOYAN-2024
CSLabInfo2024
关于2024年CS保研实验室/导师招生广告的汇总。欢迎想要打广告的小伙伴积极PR,资瓷一下互联网精神吼不吼啊?
CSSummerCamp2024
Reinforcement-Learning-Mathematics-Principles-Study-Notes
西湖大学赵世钰老师的【强化学习的数学原理】课程。这门课程从零开始、从数学角度、结合大量例子、循序渐进地揭示强化学习的本质原理。自行制作的Markdown笔记
Silkbamboo's Repositories
Silkbamboo/Reinforcement-Learning-Mathematics-Principles-Study-Notes
西湖大学赵世钰老师的【强化学习的数学原理】课程。这门课程从零开始、从数学角度、结合大量例子、循序渐进地揭示强化学习的本质原理。自行制作的Markdown笔记
Silkbamboo/annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Silkbamboo/Book-Mathmatical-Foundation-of-Reinforcement-Learning
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
Silkbamboo/carla
Open-source simulator for autonomous driving research.
Silkbamboo/carla-gym
Multi-agent reinforcement learning interface for CARLA Autonomous Driving simulator compatible with PettingZoo
Silkbamboo/ChatPaper
Use ChatGPT to summarize the arXiv papers. 全流程加速科研,利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复
Silkbamboo/cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
Silkbamboo/CS-BAOYAN-2024
Silkbamboo/CSLabInfo2024
关于2024年CS保研实验室/导师招生广告的汇总。欢迎想要打广告的小伙伴积极PR,资瓷一下互联网精神吼不吼啊?
Silkbamboo/CSSummerCamp2024
Silkbamboo/d2l-zh
《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
Silkbamboo/easy-rl
强化学习中文教程(蘑菇书),在线阅读地址:https://datawhalechina.github.io/easy-rl/
Silkbamboo/GNN
Silkbamboo/gpt_academic
为GPT/GLM等LLM大语言模型提供实用化交互接口,特别优化论文阅读/润色/写作体验,模块化设计,支持自定义快捷按钮&函数插件,支持Python和C++等项目剖析&自译解功能,PDF/LaTex论文翻译&总结功能,支持并行问询多种LLM模型,支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。
Silkbamboo/Hands-on-RL
https://hrl.boyuai.com/
Silkbamboo/maddpg
Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
Silkbamboo/mappo
This is the official implementation of Multi-Agent PPO.
Silkbamboo/multiagent-particle-envs
Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
Silkbamboo/OpenCDA
A generalized framework for prototyping full-stack cooperative driving automation applications under CARLA+SUMO.
Silkbamboo/PettingZoo
An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities
Silkbamboo/Pytorch-
深度学习框架Pytorch教程(by土堆)
Silkbamboo/pytorch-handbook
pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行
Silkbamboo/RACER
Rapid Exploration with Multiple Unmanned Aerial Vehicles (UAV)
Silkbamboo/ray
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Silkbamboo/rl
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
Silkbamboo/rl_practice
Silkbamboo/ros_motion_planning
Motion planning and Navigation of AGV/AMR:ROS planner plugin implementation of A*, JPS, D*, LPA*, D* Lite, Theta*, RRT, RRT*, RRT-Connect, Informed RRT*, ACO, PSO, Voronoi, PID, LQR, MPC, DWA, APF, Pure Pursuit etc.
Silkbamboo/SafeBench
A Benchmark for Evaluating Autonomous Vehicles in Safety-critical Scenarios
Silkbamboo/Silkbamboo
Config files for my GitHub profile.
Silkbamboo/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch