Imagination-Limited Q-Learning for Offline Reinforcement LearningInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 |
Beyond the Known: Decision Making with Counterfactual Reasoning Decision TransformerInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 |
DARLR: Dual-Agent Offline Reinforcement Learning for Recommender Systems with Dynamic RewardAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 |
Improving Sequential Recommenders through Counterfactual Augmentation of System ExposureAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 |
An Optimal Discriminator Weighted Imitation Perspective for Reinforcement LearningInternational Conference on Learning Representations (ICLR), 2025 |