reinforcement learning

4122 papers

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Also known as

RLVR HARL GRPO RL PPO REINFORCE RFT DRL RL NULL LQR RLHF

Co-occurring keywords

large language model (12755) policy learning (699) markov decision process (788) policy gradient (518) policy optimization (630) deep reinforcement learning (903) multi-agent system (1743) imitation learning (741) regret bound (1918) language model (4573)

Papers

Unveiling the Art of Heading Design: A Harmonious Blend of Summarization, Neology, and Algorithm ACL 2024

Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization ACL 2024

A Grounded Preference Model for LLM Alignment ACL 2024

P-TA: Using Proximal Policy Optimization to Enhance Tabular Data Augmentation via Large Language Models ACL 2024

Prompt-Based Length Controlled Generation with Multiple Control Types ACL 2024

TRIP NEGOTIATOR: A Travel Persona-aware Reinforced Dialogue Generation Model for Personalized Integrative Negotiation in Tourism EMNLP 2024

Mimicking To Dominate: Imitation Learning Strategies for Success in Multiagent Games NIPS 2024

Teaching Language Models to Self-Improve by Learning from Language Feedback ACL 2024

A Cubic-regularized Policy Newton Algorithm for Reinforcement Learning AISTATS 2024

Adversarial Preference Optimization: Enhancing Your Alignment via RM-LLM Game ACL 2024

SOTOPIA-π: Interactive Learning of Socially Intelligent Language Agents ACL 2024

Exploiting the Replay Memory Before Exploring the Environment: Enhancing Reinforcement Learning Through Empirical MDP Iteration NIPS 2024

Autoregressive Multi-trait Essay Scoring via Reinforcement Learning with Scoring-aware Multiple Rewards EMNLP 2024

BAMBINO-LM: (Bilingual-)Human-Inspired Continual Pre-training of BabyLM ACL 2024

The surprising efficiency of temporal difference learning for rare event prediction NIPS 2024

ToolPlanner: A Tool Augmented LLM for Multi Granularity Instructions with Path Planning and Feedback EMNLP 2024

QGFN: Controllable Greediness with Action Values NIPS 2024

A General Theoretical Paradigm to Understand Learning from Human Preferences AISTATS 2024

Smart Help: Strategic Opponent Modeling for Proactive and Adaptive Robot Assistance in Households CVPR 2024

Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms NIPS 2024

GOAT-Bench: A Benchmark for Multi-Modal Lifelong Navigation CVPR 2024

Rewarding What Matters: Step-by-Step Reinforcement Learning for Task-Oriented Dialogue EMNLP 2024

Learning to Control Camera Exposure via Reinforcement Learning CVPR 2024

Embodied Human Activity Recognition WACV 2024

Rapid Motor Adaptation for Robotic Manipulator Arms CVPR 2024