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dense reward

11 papers

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Co-occurring keywords · papers mentioning both

sparse reward (3) policy optimization (3) reinforcement learning (3) large language model (2) sample efficiency (2) token-level reward (1) fine-grained perception (1) task progress (1) probabilistic flow (1) transformer-based encoder (1)

Papers

APPO: Attention-guided Perception Policy Optimization for Video Reasoning CVPR 2026 CP-Search: A Chain Progressive Search Training Framework Incentivizing the Cognitive Behaviors for Searching in LLMs AAAI 2026 Efficient Paths and Dense Rewards: Probabilistic Flow Reasoning for Large Language Models ACL 2026 MemBuilder: Reinforcing LLMs for Long-Term Memory Construction via Attributed Dense Rewards ACL 2026 On-the-Fly VLA Adaptation via Test-Time Reinforcement Learning ACL 2026 A Dense Reward View on Aligning Text-to-Image Diffusion with Preference ICML 2024 Auto MC-Reward: Automated Dense Reward Design with Large Language Models for Minecraft CVPR 2024 DrS: Learning Reusable Dense Rewards for Multi-Stage Tasks ICLR 2024 Enhancing Reinforcement Learning with Dense Rewards from Language Model Critic EMNLP 2024 RobotKeyframing: Learning Locomotion with High-Level Objectives via Mixture of Dense and Sparse Rewards CoRL 2024 Generalizable Imitation Learning from Observation via Inferring Goal Proximity NeurIPS 2021