Jinjiarui/rl4rs-papers

Stars
68
Rank 457,643 (Top 10 %)
Language
Created over 5 years ago
Updated over 4 years ago

Jinjiarui/rl4rs-papers

Jinjiarui

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

A collection of research and survey papers of reforcement learning (RL) based recommender system techniques.

GraphHINGE

Code for KDD'20 "An Efficient Neighborhood-based Interaction Model for Recommendation on Heterogeneous Graph"

CoRide

Code for CIKM'19 "CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms"

STARec

Code for WWW'22 "Learn over Past, Evolve for Future: Search-based Time-aware Recommendation with Sequential Behavior Data"

DRSR

Code for SIGIR'20 “A Deep Recurrent Survival Model for Unbiased Ranking”

TWINS

Code for WWW'22 "Who to Watch Next: Two-side Interactive Networks for Live Broadcast Recommendation"

hrl-papers

A collection of research and survey papers of hierarchical reinforcement learning (HRL).

GraphANGEL

Code for ICLR'22 "Inductive Relation Prediction Using Analogy Subgraph Embeddings"

AsAp

A Toolkit for Mining Data in a Structural Fashion

ex2rs-papers

A collection of research and survey papers of explaination techniques and their applications.

HEROES

Code for CIKM'22 "Multi-Scale User Behavior Network for Entire Space Multi-Task Learning"

LabelTrick

Code for ICLR'22 "Why Propagate Alone? Parallel Use of Labels and Features on Graphs"

STARank

Code for CIKM'23 "Replace Scoring with Arrangment: A Contextual Set-to-Arrangement Framework for Learning-to-Rank"

SGORLON

Code for "Goal-oriented Reinforcement Learning for Navigation in Safety-Critical Environments"