reinforcement learning

Adversarial Preference Optimization: Enhancing Your Alignment via RM-LLM Game ACL 2024 A Fairness-Driven Method for Learning Human-Compatible Negotiation Strategies EMNLP 2024 A General Theoretical Paradigm to Understand Learning from Human Preferences AISTATS 2024 AGILE: A Novel Reinforcement Learning Framework of LLM Agents NeurIPS 2024 Agile But Safe: Learning Collision-Free High-Speed Legged Locomotion RSS 2024 A Grounded Preference Model for LLM Alignment ACL 2024 AGR: Reinforced Causal Agent-Guided Self-explaining Rationalization ACL 2024 A Hierarchical Adaptive Multi-Task Reinforcement Learning Framework for Multiplier Circuit Design ICML 2024 A Homogenization Approach for Gradient-Dominated Stochastic Optimization UAI 2024 A large deviations perspective on policy gradient algorithms L4DC 2024 ALaRM: Align Language Models via Hierarchical Rewards Modeling ACL 2024 Aligner²: Enhancing Joint Multiple Intent Detection and Slot Filling via Adjustive and Forced Cross-Task Alignment AAAI 2024 Aligning as Debiasing: Causality-Aware Alignment via Reinforcement Learning with Interventional Feedback NAACL 2024 Aligning Large Language Models for Controllable Recommendations ACL 2024 Aligning Large Language Models via Fine-grained Supervision ACL 2024 Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms NeurIPS 2024 AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning CVPR 2024 Amnesia as a Catalyst for Enhancing Black Box Pixel Attacks in Image Classification and Object Detection NeurIPS 2024 Amortized Active Causal Induction with Deep Reinforcement Learning NeurIPS 2024 Amortizing intractable inference in diffusion models for vision, language, and control NeurIPS 2024 Amortizing intractable inference in large language models ICLR 2024 An Approach towards Unsupervised Text Simplification on Paragraph-Level for German Texts COLING 2024 An Automatic Prompt Generation System for Tabular Data Tasks NAACL 2024 A Nearly Optimal and Low-Switching Algorithm for Reinforcement Learning with General Function Approximation NeurIPS 2024 An Emulator for Fine-tuning Large Language Models using Small Language Models ICLR 2024