Zzong's Notes

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A Survey on Reinforcement Learning for Recommender Systems
Deep Exploration via Bootstrapped DQN
Deep reinforcement learning for search, recommendation, and online advertising - a survey
Deep Reinforcement Learning with Double Q-Learning
DRN - A Deep Reinforcement Learning Framework for News Recommendation
Dueling network architectures for deep reinforcement learning
- reinforcement_learning paper_review ICML y2016
Exploration by Random Network Distillation
- paper_review
- reinforcement_learning
Exploring compact reinforcement-learning representations with linear regression
Human-level control through deep reinforcement learning
- reinforcement_learning
- deep_learning
Offline Reinforcement Learning - Tutorial, Review, and Perspectives on Open Problems
Pessimistic Reward Models for Off-Policy Learning in Recommendation
- reinforcement_learning
- recommendation_system
Recommendations with Negative Feedback via Pairwise Deep Reinforcement Learning
Reinforcement Learning for Slate-based Recommender Systems - A Tractable Decomposition and Practical Methodology
- paper_review
- reinforcement_learning
Reinforcement Learning with Verifiable Rewards Implicitly Incentivizes Correct Reasoning in Base LLMs
Solving Continual Combinatorial Selection via Deep Reinforcement Learning