reward design

Are We Ready for RL in Text-to-3D Generation? A Progressive Investigation CVPR 2026 Dr. Seg: Revisiting GRPO Training for Visual Large Language Models through Perception-Oriented Design CVPR 2026 GROVE: A Generalized Reward for Learning Open-Vocabulary Physical Skill CVPR 2025 LORD: Large Models Based Opposite Reward Design for Autonomous Driving WACV 2025 R*: Efficient Reward Design via Reward Structure Evolution and Parameter Alignment Optimization with Large Language Models ICML 2025 The Evolving Landscape of LLM- and VLM-Integrated Reinforcement Learning IJCAI 2025 A theoretical case-study of Scalable Oversight in Hierarchical Reinforcement Learning NeurIPS 2024 Auto MC-Reward: Automated Dense Reward Design with Large Language Models for Minecraft CVPR 2024 Autoregressive Multi-trait Essay Scoring via Reinforcement Learning with Scoring-aware Multiple Rewards EMNLP 2024 Balanced reward-inspired reinforcement learning for autonomous vehicle racing L4DC 2024 Eureka: Human-Level Reward Design via Coding Large Language Models ICLR 2024 Learning to Control Camera Exposure via Reinforcement Learning CVPR 2024 PARL: A Unified Framework for Policy Alignment in Reinforcement Learning from Human Feedback ICLR 2024 Position: Reinforcement Learning in Dynamic Treatment Regimes Needs Critical Reexamination ICML 2024 Reward Design for Justifiable Sequential Decision-Making ICLR 2024 Reward (Mis)design for Autonomous Driving (Abstract Reprint) AAAI 2024 A Fair Incentive Scheme for Community Health Workers AAAI 2023 Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning ICML 2023 Reward Design for an Online Reinforcement Learning Algorithm Supporting Oral Self-Care AAAI 2023 Reward Design with Language Models ICLR 2023 The Perils of Trial-and-Error Reward Design: Misdesign through Overfitting and Invalid Task Specifications AAAI 2023 Admissible Policy Teaching through Reward Design AAAI 2022 A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization ACL 2022 Individual Reward Assisted Multi-Agent Reinforcement Learning ICML 2022 Programmatic Reward Design by Example AAAI 2022