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reinforcement learning

4352 papers

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Also known as

RL REINFORCE

Co-occurring keywords

large language model (13587) policy learning (702) markov decision process (790) policy optimization (657) policy gradient (520) deep reinforcement learning (903) multi-agent system (1819) imitation learning (744) regret bound (1926) language model (4599)

Papers

Mitigating Open-Vocabulary Caption Hallucinations EMNLP 2024
Coffee-Gym: An Environment for Evaluating and Improving Natural Language Feedback on Erroneous Code EMNLP 2024
AGR: Reinforced Causal Agent-Guided Self-explaining Rationalization ACL 2024
ABLE: Personalized Disability Support with Politeness and Empathy Integration EMNLP 2024
Contrastive Policy Gradient: Aligning LLMs on sequence-level scores in a supervised-friendly fashion EMNLP 2024
Rethinking the Role of Proxy Rewards in Language Model Alignment EMNLP 2024
ToolPlanner: A Tool Augmented LLM for Multi Granularity Instructions with Path Planning and Feedback EMNLP 2024
Autoregressive Multi-trait Essay Scoring via Reinforcement Learning with Scoring-aware Multiple Rewards EMNLP 2024
Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems EMNLP 2024
CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search Framework NIPS 2024
If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions EMNLP 2024
Learning to Retrieve Iteratively for In-Context Learning EMNLP 2024
F2RL: Factuality and Faithfulness Reinforcement Learning Framework for Claim-Guided Evidence-Supported Counterspeech Generation EMNLP 2024
LLM-AutoDA: Large Language Model-Driven Automatic Data Augmentation for Long-tailed Problems NIPS 2024
A Critical Evaluation of AI Feedback for Aligning Large Language Models NIPS 2024
QUIS: Question-guided Insights Generation for Automated Exploratory Data Analysis EMNLP 2024
Perplexity-aware Correction for Robust Alignment with Noisy Preferences NIPS 2024
On the Sample Complexity and Metastability of Heavy-tailed Policy Search in Continuous Control JMLR 2024
QDax: A Library for Quality-Diversity and Population-based Algorithms with Hardware Acceleration JMLR 2024
BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling NIPS 2024
Learning Regularized Graphon Mean-Field Games with Unknown Graphons JMLR 2024
RaFe: Ranking Feedback Improves Query Rewriting for RAG EMNLP 2024
Two-Stage Evolutionary Reinforcement Learning for Enhancing Exploration and Exploitation AAAI 2024
CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making NIPS 2024
Recommender Ecosystems: A Mechanism Design Perspective on Holistic Modeling and Optimization AAAI 2024