| Alleviating Matthew Effect of Offline Reinforcement Learning in Interactive Recommendation | Jul 10, 2023 | Decision MakingInteractive Recommendation | CodeCode Available | 1 |
| KuaiRand: An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos | Aug 18, 2022 | Interactive RecommendationMulti-Task Learning | CodeCode Available | 1 |
| CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System | Apr 4, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| A Text-based Deep Reinforcement Learning Framework for Interactive Recommendation | Apr 14, 2020 | Deep Reinforcement LearningInteractive Recommendation | CodeCode Available | 1 |
| Thought-Augmented Planning for LLM-Powered Interactive Recommender Agent | Jun 30, 2025 | Interactive RecommendationLarge Language Model | CodeCode Available | 0 |
| Contrastive Representation for Interactive Recommendation | Dec 24, 2024 | Contrastive LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| InteraRec: Screenshot Based Recommendations Using Multimodal Large Language Models | Feb 26, 2024 | Collaborative FilteringInteractive Recommendation | —Unverified | 0 |
| Debiased Model-based Interactive Recommendation | Feb 24, 2024 | Contrastive LearningInteractive Recommendation | —Unverified | 0 |
| A General Neural Causal Model for Interactive Recommendation | Oct 30, 2023 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Adversarial Batch Inverse Reinforcement Learning: Learn to Reward from Imperfect Demonstration for Interactive Recommendation | Oct 30, 2023 | Interactive RecommendationRecommendation Systems | —Unverified | 0 |
| Preference Elicitation with Soft Attributes in Interactive Recommendation | Oct 22, 2023 | AttributeInteractive Recommendation | —Unverified | 0 |
| A General Offline Reinforcement Learning Framework for Interactive Recommendation | Oct 1, 2023 | Interactive RecommendationRecommendation Systems | —Unverified | 0 |
| Towards Validating Long-Term User Feedbacks in Interactive Recommendation Systems | Aug 22, 2023 | Interactive RecommendationRecommendation Systems | —Unverified | 0 |
| Triple Structural Information Modelling for Accurate, Explainable and Interactive Recommendation | Apr 23, 2023 | Collaborative FilteringInteractive Recommendation | —Unverified | 0 |
| Digital Human Interactive Recommendation Decision-Making Based on Reinforcement Learning | Oct 6, 2022 | Decision MakingGraph Embedding | —Unverified | 0 |
| Dynamic Global Sensitivity for Differentially Private Contextual Bandits | Aug 30, 2022 | Interactive RecommendationMulti-Armed Bandits | —Unverified | 0 |
| Contrastive Learning for Interactive Recommendation in Fashion | Jul 25, 2022 | Contrastive LearningInteractive Recommendation | —Unverified | 0 |
| Modelling Users with Item Metadata for Explainable and Interactive Recommendation | Jul 1, 2022 | Collaborative FilteringInteractive Recommendation | CodeCode Available | 0 |
| Model-agnostic Counterfactual Synthesis Policy for Interactive Recommendation | Apr 1, 2022 | counterfactualInteractive Recommendation | —Unverified | 0 |
| Adversarial Robustness of Deep Reinforcement Learning based Dynamic Recommender Systems | Dec 2, 2021 | Adversarial Robustnesscounterfactual | —Unverified | 0 |
| D2RLIR : an improved and diversified ranking function in interactive recommendation systems based on deep reinforcement learning | Oct 28, 2021 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| A Survey on Reinforcement Learning for Recommender Systems | Sep 22, 2021 | Explainable RecommendationInteractive Recommendation | —Unverified | 0 |
| The Use of Bandit Algorithms in Intelligent Interactive Recommender Systems | Jul 1, 2021 | Interactive RecommendationRecommendation Systems | —Unverified | 0 |
| Quantifying Availability and Discovery in Recommender Systems via Stochastic Reachability | Jun 30, 2021 | Interactive RecommendationRecommendation Systems | CodeCode Available | 0 |
| Balancing Accuracy and Fairness for Interactive Recommendation with Reinforcement Learning | Jun 25, 2021 | FairnessInteractive Recommendation | —Unverified | 0 |
