dingyuan-shi

Federated-LDA

Source code of paper Federated Latent Dirichlet Allocation: A Local Differential Privacy Based Framework (AAAI 2020)

Graph-Diffusion-Planning

Source code for ICLR 2024 paper "GRAPH-CONSTRAINED DIFFUSION FOR END-TO-END PATH PLANNING"

KDDCup-2020-RL-Track-Champion-Code

Source code for Champion of KDD Cup 2020 Reinforcement Learning Track Dispatching Task

Learning-to-Assign-with-Fairness

Source code of paper Learning to Assign: Towards Fair Task Assignment in Large-Scale Ride Hailing (KDD 2021).

Learning-To-Dispatch

Source code of paper Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale (TKDE 2022).

RLLearning

Implementations of some classic reinforcement learning algorithms

SparkOnYarnHA

A spark on yarn (with high availability) system runs on multi docker containers

spatiotemporal-simulator-rl

source code of VLDB 2024 Demo paper "Data-driven Spatiotemporal Simulator for Reinforcement Learning Methods"

fix-add-function

DiffusionDPO

Code for "Diffusion Model Alignment Using Direct Preference Optimization"

dingyuan-shi/Learning-To-Dispatch

Source code of paper Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale (TKDE 2022).

dingyuan-shi/Graph-Diffusion-Planning

Source code for ICLR 2024 paper "GRAPH-CONSTRAINED DIFFUSION FOR END-TO-END PATH PLANNING"

dingyuan-shi/Learning-to-Assign-with-Fairness

Source code of paper Learning to Assign: Towards Fair Task Assignment in Large-Scale Ride Hailing (KDD 2021).

dingyuan-shi/KDDCup-2020-RL-Track-Champion-Code

Source code for Champion of KDD Cup 2020 Reinforcement Learning Track Dispatching Task

dingyuan-shi/spatiotemporal-simulator-rl

source code of VLDB 2024 Demo paper "Data-driven Spatiotemporal Simulator for Reinforcement Learning Methods"

dingyuan-shi/Federated-LDA

Source code of paper Federated Latent Dirichlet Allocation: A Local Differential Privacy Based Framework (AAAI 2020)

dingyuan-shi/SparkOnYarnHA

A spark on yarn (with high availability) system runs on multi docker containers

dingyuan-shi/RLLearning

Implementations of some classic reinforcement learning algorithms