verifiable reward

AIPO: Adaptive Information Guided Token-Level Reinforcement Learning for Large Language Model Reasoning ACL 2026 Crossing the Reward Bridge: Expanding Reinforcement Learning with Verifiable Rewards Across Diverse Domains ACL 2026 From Exploration to Exploitation: A Two-Stage Entropy RLVR Approach for Noise-Tolerant MLLM Training CVPR 2026 ManipLVM-R1: Reinforcement Learning for Reasoning in Embodied Manipulation with Large Vision-Language Models AAAI 2026 MEML-GRPO: Heterogeneous Multi-Expert Mutual Learning for RLVR Advancement AAAI 2026 Mitigating Lost in Multi-turn Conversation via Curriculum RL with Verifiable Accuracy and Abstention Rewards ACL 2026 Online Difficulty Filtering for Reasoning Oriented Reinforcement Learning EACL 2026 ReLaX: Reasoning with Latent Exploration for Large Reasoning Models CVPR 2026 VaseVQA: Multimodal Agent and Benchmark for Ancient Greek Pottery EACL 2026 Vision-G1: Towards General Reasoning Vision-Language Models via Reinforcement Learning AAAI 2026 Identification of Multiple Logical Interpretations in Counter-Arguments EMNLP 2025 Table-R1: Inference-Time Scaling for Table Reasoning Tasks EMNLP 2025 The Impact of Language Mixing on Bilingual LLM Reasoning EMNLP 2025 Unleashing the Reasoning Potential of LLMs by Critique Fine-Tuning on One Problem EMNLP 2025