jifei-deng

jifei-deng's Stars

• LantaoYu/MARL-Papers

  Paper list of multi-agent reinforcement learning (MARL)

  4k720

• KindXiaoming/pykan

  Kolmogorov Arnold Networks

  Language:Jupyter Notebook14.6k1.3k

• pnnl/neuromancer

  Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

  Language:Python870114

• liuzuxin/DSRL

  🔥 Datasets and env wrappers for offline safe reinforcement learning

  Language:Python654

• binary-husky/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。

  Language:Python64k7.9k

• QingyuZhao/VAE-for-Regression

  A toy example of VAE-regression network

  Language:Jupyter Notebook7021

• oxwhirl/pymarl

  Python Multi-Agent Reinforcement Learning framework

  Language:Python1.8k380

• pytorch/rl

  A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

  Language:Python2.2k290

• openai/spinningup

  An educational resource to help anyone learn deep reinforcement learning.

  Language:Python10k2.2k

• Farama-Foundation/D4RL

  A collection of reference environments for offline reinforcement learning

  Language:Python1.3k278

• uoe-agents/epymarl

  An extension of the PyMARL codebase that includes additional algorithms and environment support

  Language:Python466135

• openai/multiagent-particle-envs

  Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

  Language:Python2.3k785

• grpc/grpc

  The C based gRPC (C++, Python, Ruby, Objective-C, PHP, C#)

  Language:C++41.6k10.5k

• facebookresearch/playtorch

  PlayTorch is a framework for rapidly creating mobile AI experiences.

  Language:MDX829101

• towardsai/tutorials

  AI-related tutorials. Access any of them for free → https://towardsai.net/editorial

  Language:Jupyter Notebook983365

• kschweig/OfflineRL

  Experiment for Understanding the Effects of Dataset Characteristics on Offline Reinforcement Learning

  Language:Jupyter Notebook246

• Stable-Baselines-Team/stable-baselines

  Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms

  Language:Python28360

• kchua/handful-of-trials

  Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

  Language:Python42498

• hemerson1/offline-glucose

  The code release for "Offline Reinforcement Learning for Safer Blood Glucose Control in People with Type 1 Diabetes".

  Language:Python159

• young-geng/CQL

  Conservative Q Learning on top of SAC

  Language:Python11824

• aviralkumar2907/CQL

  Code for conservative Q-learning

  Language:Python39369

• instadeepai/Mava

  🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX

  Language:Python69683

• forgi86/sysid-neural-continuous

  Continuous-time system identification with neural networks

  Language:Python249

• haozhg/oml

  AI4Science: Efficient data-driven Online Model Learning (OML) / system identification and control

  Language:Python285

• dgedon/DeepSSM_SysID

  Official PyTorch implementation of "Deep State Space Models for Nonlinear System Identification", 2020.

  Language:Python8824

• CPCLAB-UNIPI/SIPPY

  Systems Identification Package for PYthon

  Language:Python27092

• wilsonrljr/sysidentpy

  A Python Package For System Identification Using NARMAX Models

  Language:Python38077

• sfujim/TD3

  Author's PyTorch implementation of TD3 for OpenAI gym tasks

  Language:Python1.7k433

• ray-project/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.

  Language:Python33.1k5.6k

• ShangtongZhang/DeepRL

  Modularized Implementation of Deep RL Algorithms in PyTorch

  Language:Python3.2k677