{"total":26,"rows":[{"id":"1811.06521","title":"Reward learning from human preferences and demonstrations in Atari","created":"2018-11-15","cited_by_count":316,"area":"alignment"},{"id":"2106.05091","title":"PEBBLE: Feedback-Efficient Interactive Reinforcement Learning via Relabeling Experience and Unsupervised Pre-training","created":"2021-06-09","cited_by_count":302,"area":"alignment"},{"id":"2404.08555","title":"RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs","created":"2024-04-12","cited_by_count":90,"area":"alignment"},{"id":"2205.12401","title":"Reward Uncertainty for Exploration in Preference-based Reinforcement Learning","created":"2022-05-24","cited_by_count":61,"area":"alignment"},{"id":"2504.03206","title":"Enhancing Personalized Multi-Turn Dialogue with Curiosity Reward","created":"2025-04-04","cited_by_count":27,"area":"alignment"},{"id":"2506.15421","title":"Reward Models in Deep Reinforcement Learning: A Survey","created":"2025-06-18","cited_by_count":25,"area":"alignment"},{"id":"2401.07382","title":"Beyond Sparse Rewards: Enhancing Reinforcement Learning with Language Model Critique in Text Generation","created":"2024-01-14","cited_by_count":22,"area":"alignment"},{"id":"2505.20417","title":"SCAR: Shapley Credit Assignment for More Efficient RLHF","created":"2025-05-26","cited_by_count":16,"area":"alignment"},{"id":"2501.11463","title":"Curiosity-Driven Reinforcement Learning from Human Feedback","created":"2025-01-20","cited_by_count":15,"area":"alignment"},{"id":"2302.00270","title":"Internally Rewarded Reinforcement Learning","created":"2023-02-01","cited_by_count":14,"area":"alignment"},{"id":"2307.11049","title":"Breadcrumbs to the Goal: Goal-Conditioned Exploration from Human-in-the-Loop Feedback","created":"2023-07-20","cited_by_count":13,"area":"alignment"},{"id":"2106.04316","title":"Exploration and preference satisfaction trade-off in reward-free learning","created":"2021-06-08","cited_by_count":12,"area":"alignment"},{"id":"2507.13158","title":"Inverse Reinforcement Learning Meets Large Language Model Post-Training: Basics, Advances, and Opportunities","created":"2025-07-17","cited_by_count":7,"area":"alignment"},{"id":"2311.10284","title":"From \"Thumbs Up\" to \"10 out of 10\": Reconsidering Scalar Feedback in Interactive Reinforcement Learning","created":"2023-11-17","cited_by_count":6,"area":"alignment"},{"id":"2401.18040","title":"Enhancing End-to-End Multi-Task Dialogue Systems: A Study on Intrinsic Motivation Reinforcement Learning Algorithms for Improved Training and Adaptability","created":"2024-01-31","cited_by_count":6,"area":"alignment"},{"id":"2504.03622","title":"Align to Structure: Aligning Large Language Models with Structural Information","created":"2025-04-04","cited_by_count":6,"area":"alignment"},{"id":"2606.22027","title":"RARM: Confidence-Gated Progress Reward Modeling for RL in Manipulation","created":"2026-06-20","cited_by_count":3,"area":"alignment"},{"id":"2506.03519","title":"An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals","created":"2025-06-04","cited_by_count":2,"area":"alignment"},{"id":"2402.14244","title":"MENTOR: Guiding Hierarchical Reinforcement Learning with Human Feedback and Dynamic Distance Constraint","created":"2024-02-22","cited_by_count":1,"area":"alignment"},{"id":"2506.14648","title":"SENIOR: Efficient Query Selection and Preference-Guided Exploration in Preference-based Reinforcement Learning","created":"2025-06-17","cited_by_count":1,"area":"alignment"},{"id":"2604.26360","title":"Uncertainty-Aware Reward Discounting for Mitigating Reward Hacking","created":"2026-04-29","cited_by_count":1,"area":"alignment"},{"id":"2411.00252","title":"IO Transformer: Evaluating SwinV2-Based Reward Models for Computer Vision","created":"2024-10-31","cited_by_count":0,"area":"alignment"},{"id":"2507.19725","title":"Minding Motivation: The Effect of Intrinsic Motivation on Agent Behaviors","created":"2025-07-26","cited_by_count":0,"area":"alignment"},{"id":"2605.25062","title":"Cultivating Machine Intelligence: The OMEGA Shift from Top-Down Optimization to Autopoietic Cognitive Ecologies","created":"2026-05-24","cited_by_count":0,"area":"alignment"},{"id":"2606.26787","title":"AIGP: An LLM-Based Framework for Long-Term Value Alignment in E-Commerce Pricing","created":"2026-06-25","cited_by_count":0,"area":"alignment"},{"id":"2607.01897","title":"Rank-Then-Act: Reward-Free Control from Frame-Order Progress","created":"2026-07-02","cited_by_count":0,"area":"alignment"}],"next_cursor":null}