| Alleviating Matthew Effect of Offline Reinforcement Learning in Interactive Recommendation | Jul 10, 2023 | Decision MakingInteractive Recommendation | CodeCode Available | 1 | 5 |
| CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System | Apr 4, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| KuaiRand: An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos | Aug 18, 2022 | Interactive RecommendationMulti-Task Learning | CodeCode Available | 1 | 5 |
| A Text-based Deep Reinforcement Learning Framework for Interactive Recommendation | Apr 14, 2020 | Deep Reinforcement LearningInteractive Recommendation | CodeCode Available | 1 | 5 |
| Quantifying Availability and Discovery in Recommender Systems via Stochastic Reachability | Jun 30, 2021 | Interactive RecommendationRecommendation Systems | CodeCode Available | 0 | 5 |
| RecSim: A Configurable Simulation Platform for Recommender Systems | Sep 11, 2019 | Interactive RecommendationRecommendation Systems | CodeCode Available | 0 | 5 |
| Query-based Interactive Recommendation by Meta-Path and Adapted Attention-GRU | Jun 24, 2019 | Interactive RecommendationRecommendation Systems | CodeCode Available | 0 | 5 |
| Thought-Augmented Planning for LLM-Powered Interactive Recommender Agent | Jun 30, 2025 | Interactive RecommendationLarge Language Model | CodeCode Available | 0 | 5 |
| Modelling Users with Item Metadata for Explainable and Interactive Recommendation | Jul 1, 2022 | Collaborative FilteringInteractive Recommendation | CodeCode Available | 0 | 5 |
| Contrastive Representation for Interactive Recommendation | Dec 24, 2024 | Contrastive LearningDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| D2RLIR : an improved and diversified ranking function in interactive recommendation systems based on deep reinforcement learning | Oct 28, 2021 | Deep Reinforcement LearningDiversity | —Unverified | 0 | 0 |
| Debiased Model-based Interactive Recommendation | Feb 24, 2024 | Contrastive LearningInteractive Recommendation | —Unverified | 0 | 0 |
| Digital Human Interactive Recommendation Decision-Making Based on Reinforcement Learning | Oct 6, 2022 | Decision MakingGraph Embedding | —Unverified | 0 | 0 |
| Diversity-Promoting Deep Reinforcement Learning for Interactive Recommendation | Mar 19, 2019 | Deep Reinforcement LearningDiversity | —Unverified | 0 | 0 |
| Dynamic Global Sensitivity for Differentially Private Contextual Bandits | Aug 30, 2022 | Interactive RecommendationMulti-Armed Bandits | —Unverified | 0 | 0 |
| InteraRec: Screenshot Based Recommendations Using Multimodal Large Language Models | Feb 26, 2024 | Collaborative FilteringInteractive Recommendation | —Unverified | 0 | 0 |
| IRF: Interactive Recommendation through Dialogue | Oct 3, 2019 | Interactive Recommendation | —Unverified | 0 | 0 |
| Knowledge-guided Deep Reinforcement Learning for Interactive Recommendation | Apr 17, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Large-scale Interactive Recommendation with Tree-structured Policy Gradient | Nov 14, 2018 | ClusteringInteractive Recommendation | —Unverified | 0 | 0 |
| Model-agnostic Counterfactual Synthesis Policy for Interactive Recommendation | Apr 1, 2022 | counterfactualInteractive Recommendation | —Unverified | 0 | 0 |
| Online Interactive Collaborative Filtering Using Multi-Armed Bandit with Dependent Arms | Aug 10, 2017 | ArticlesCollaborative Filtering | —Unverified | 0 | 0 |
| Preference Elicitation with Soft Attributes in Interactive Recommendation | Oct 22, 2023 | AttributeInteractive Recommendation | —Unverified | 0 | 0 |
| Reward Constrained Interactive Recommendation with Natural Language Feedback | May 4, 2020 | Interactive RecommendationRecommendation Systems | —Unverified | 0 | 0 |
| Text-Based Interactive Recommendation via Constraint-Augmented Reinforcement Learning | Dec 1, 2019 | Interactive RecommendationRecommendation Systems | —Unverified | 0 | 0 |
| The Use of Bandit Algorithms in Intelligent Interactive Recommender Systems | Jul 1, 2021 | Interactive RecommendationRecommendation Systems | —Unverified | 0 | 0 |
