ArronDZhang

Reinforcement-Learning-for-Sequential-Decision-and-Optimal-Control

Source Code

hpc-docs

MMRec

A Toolbox for MultiModal Recommendation. Integrating 10+ Models...

MultimodalRecSys

A curated list of awesome resources about multimodal recommender systems.

EasyRL4Rec

CIRS-codes

This is the official implementation for the paper: "CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System"

HighwayEnv

A minimalist environment for decision-making in autonomous driving

iPLAN

iPLAN: Intent-Aware Planning in Heterogeneous Traffic via Distributed Multi-Agent Reinforcement Learning

mars-gym

reco-gym

Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising

awesome-decision-transformer

A curated list of Decision Transformer resources (continually updated)

scope-rl

SCOPE-RL: A python library for offline reinforcement learning, off-policy evaluation, and selection

The-Art-of-Linear-Algebra

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

RL4RS

A Real-World Benchmark for Reinforcement Learning based Recommender System

RecBole

A unified, comprehensive and efficient recommendation library

DeepCTR

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

KuaiRand

An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos

RecSysPapers

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

awesome-offline-rl

An index of algorithms for offline reinforcement learning (offline-rl)

Transformer-in-Reinforcement-Learning-for-Decision-Making-A-Survey

Transformer in RL for decision-making

CMAE

BenchMARL

A collection of MARL benchmarks based on TorchRL

DORL-codes

Source codes for our SIGIR '23 paper

CROMA

MASTER-electric_vehicle_charging_recommendation

Reinforcement-learning-on-graphs-A-survey

This collection of papers can be used to summarize research about graph reinforcement learning for the convenience of researchers.

deep-marl-toolkit

MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT...

rl-agents

Implementations of Reinforcement Learning and Planning algorithms

phd-bibliography

References on Optimal Control, Reinforcement Learning and Motion Planning

FGNN

An implementation FGNN.