kyutian

kyutian's Stars

• mli/paper-reading

  深度学习经典、新论文逐段精读

  27.8k73402.5k

• p-christ/Deep-Reinforcement-Learning-Algorithms-with-PyTorch

  PyTorch implementations of deep reinforcement learning algorithms and environments

  Language:Python5.7k106711.2k

• wangshusen/DeepLearning

  Language:TeX3.8k6618840

• Farama-Foundation/HighwayEnv

  A minimalist environment for decision-making in autonomous driving

  Language:Python2.7k29473772

• shariqiqbal2810/MAAC

  Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019

  Language:Python697838173

• stanfordnlp/mac-network

  Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)

  Language:Python4973143119

• DerrickXuNu/Learn-Carla

  Learn how to use CARLA with basic APIs

  Language:Python48143103

• AndreaVidali/Deep-QLearning-Agent-for-Traffic-Signal-Control

  A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize traffic efficiency.

  Language:Jupyter Notebook430835149

• cts198859/deeprl_network

  multi-agent deep reinforcement learning for networked system control.

  Language:Python39691690

• mlii/mfrl

  Mean Field Multi-Agent Reinforcement Learning

  Language:Python3801030100

• BilHim/trafficSimulator

  A microscopic traffic simulation in Python

  Language:Python3731815133

• PKU-RL/DGN

  DGN Code

  Language:Python34192788

• TimeBreaker/MARL-papers-with-code

  Multi-Agent Reinforcement Learning (MARL) papers with code

  3278041

• TimeBreaker/MARL-resources-collection

  A Collection of Multi-Agent Reinforcement Learning (MARL) Resources

  2143011

• jiechuanjiang/pytorch_DGN

  The pytorch implementation of DGN on grid world and Starcraft

  Language:Python1361934

• rlchina/RLCN

  12210033

• MeixinZhu/Velocity_control

  Source code for paper "Safe, Efficient, and Comfortable Velocity Control based on Reinforcement Learning for Autonomous Driving"

  Language:Jupyter Notebook1013323

• ZYunfeii/DRL_algorithm_library

  This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.

  Language:Python932020

• FXDevailly/IG-RL

  Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control

  Language:Python58119

• heethesh/Collision-Avoidance-System

  Collision Avoidance System for Self-Driving Vehicles by Delta Autonomy, Robotics Institute, CMU

  504026

• zhuliwen/RoadnetSZ

  Language:Python381322

• Golchoubian/UncertaintyAware_DRL_CrowdNav

  Uncertainty-Aware DRL for Autonomous Vehicle Crowd Navigation in Shared Space (IEEE-IV-2024)

  Language:Python18202

• Skylark0924/Gamma_Reward

  Language:Python14212

• xyh97/DemoLight

  Language:Python12121

• rdulmina/Traffic-Control-Reinforcement-Learing-Agent

  Deep Reinforcement Learning Agent to control traffic light providing emergency facilitation using real-time traffic data.

  Language:Jupyter Notebook11141

• biorobotics/PRD-MAPPO

  Extending PRD to MAPPO with soft and semi-hard attention mechanisms

  Language:Python71110

• IChihWang/Roadrunner

  Ready for UDTA

  Language:Python311

• RobinYaoWenbin/KeyCommutingRoutes

  This code is a framework of key commuting routes mining algorithm based on license plate recognition(LPR) data.

  Language:Python2002

• LucaGherardini/DecentralizedCoordinationAlgorithms

  Project defining several algorithms for the coordination of autonomous driving vehicles through SUMO (Simulator of Urban MObility)

  Language:Python1

• Mowbray-R-V/DRL-based-MPC-for-safety-critical-planning

  Language:Python1100