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Reinforcement Learning

1263 directly classified papers

Papers per year

Papers

ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences ACL 2024
Training Language Models to Generate Text with Citations via Fine-grained Rewards ACL 2024
M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions ACL 2024
Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data EMNLP 2024
Applying RLAIF for Code Generation with API-usage in Lightweight LLMs ACL 2024
Fast and Knowledge-Free Deep Learning for General Game Playing (Student Abstract) AAAI 2024
Deep Reinforcement Learning for Communication Networks AAAI 2024
Optimizing Language Models with Fair and Stable Reward Composition in Reinforcement Learning EMNLP 2024
Harnessing Network Effect for Fake News Mitigation: Selecting Debunkers via Self-Imitation Learning AAAI 2024
Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning ACL 2024
Pure-Past Action Masking AAAI 2024
Long-Term Safe Reinforcement Learning with Binary Feedback AAAI 2024
MACAROON: Training Vision-Language Models To Be Your Engaged Partners EMNLP 2024
Enhancing Alignment using Curriculum Learning & Ranked Preferences EMNLP 2024
I Open at the Close: A Deep Reinforcement Learning Evaluation of Open Streets Initiatives AAAI 2024
Reinforcement Learning-Driven LLM Agent for Automated Attacks on LLMs ACL 2024
Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning AAAI 2024
Carbon Footprint Reduction for Sustainable Data Centers in Real-Time AAAI 2024
Dialogue for Prompting: A Policy-Gradient-Based Discrete Prompt Generation for Few-Shot Learning AAAI 2024
Reward Certification for Policy Smoothed Reinforcement Learning AAAI 2024
Two-Stage Evolutionary Reinforcement Learning for Enhancing Exploration and Exploitation AAAI 2024
Rich Human Feedback for Text-to-Image Generation CVPR 2024
Robust Communicative Multi-Agent Reinforcement Learning with Active Defense AAAI 2024
Learn to Follow: Decentralized Lifelong Multi-Agent Pathfinding via Planning and Learning AAAI 2024
What Effects the Generalization in Visual Reinforcement Learning: Policy Consistency with Truncated Return Prediction AAAI 2024