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

Structure-based RNA Design by Step-wise Optimization of Latent Diffusion Model AAAI 2026

OmniPT: Unleashing the Potential of Large Vision Language Models for Pedestrian Tracking and Understanding AAAI 2026

MIRAGE: Towards AI-Generated Image Detection in the Wild AAAI 2026

ReCAD: Reinforcement Learning Enhanced Parametric CAD Model Generation with Vision-Language Models AAAI 2026

RMLer: Synthesizing Novel Objects Across Diverse Categories via Reinforcement Mixing Learning AAAI 2026

SAFER-AiD: Saccade-Assisted Foveal-peripheral vision Enhanced Reconstruction for Adversarial Defense WACV 2026

TaxonRL: Reinforcement Learning with Intermediate Rewards for Interpretable Fine-Grained Visual Reasoning WACV 2026

No MoCap Needed: Post-Training Motion Diffusion Models with Reinforcement Learning using Only Textual Prompts WACV 2026

MageBench: Bridging Large Multimodal Models to Agents WACV 2026

ST-Think: How Multimodal Large Language Models Reason About 4D Worlds from Ego-Centric Videos WACV 2026

SCoPE VLM: Selective Context Processing for Efficient Document Navigation in Vision-Language Models EACL 2026

AutoBool: Reinforcement-Learned LLM for Effective Automatic Systematic Reviews Boolean Query Generation EACL 2026

PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR EACL 2026

Pseudo-Likelihood Training for Reasoning Diffusion Language Models EACL 2026

Offline Preference Optimization via Maximum Marginal Likelihood Estimation EACL 2026

A Reinforcement Learning Framework for Robust and Secure LLM Watermarking EACL 2026

Tandem Training for Language Models EACL 2026

VaseVQA: Multimodal Agent and Benchmark for Ancient Greek Pottery EACL 2026

Imbalanced Gradients in RL Post-Training of Multi-Task LLMs EACL 2026

SALT: Step-level Advantage Assignment for Long-horizon Agents via Trajectory Graph EACL 2026

Think Just Enough: Leveraging Self-Assessed Confidence for Adaptive Reasoning in Language Models EACL 2026

Reasoning about Uncertainty: Do Reasoning Models Know When They Don’t Know? EACL 2026

Unsupervised Text Style Transfer for Controllable Intensity EACL 2026

Aligning Text, Code, and Vision: A Multi-Objective Reinforcement Learning Framework for Text-to-Visualization EACL 2026

Guideline-Consistent Segmentation via Multi-Agent Refinement AAAI 2026