advantage estimation

PDCR: Perception-Decomposed Confidence Reward for Vision-Language Reasoning CVPR 2026 PSPO: Prompt-Level Prioritization and Experience-Weighted Smoothing for Efficient Policy Optimization AAAI 2026 SHADOW: Dynamic-Aware Credit Assignment Against Long-Horizon Tasks AAAI 2026 Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs EACL 2026 ACT: Empowering Decision Transformer with Dynamic Programming via Advantage Conditioning AAAI 2024 Action Gaps and Advantages in Continuous-Time Distributional Reinforcement Learning NeurIPS 2024 Efficient Offline Policy Optimization with a Learned Model ICLR 2023 Difference Advantage Estimation for Multi-Agent Policy Gradients ICML 2022 Direct Advantage Estimation NeurIPS 2022 Theoretical Guarantees of Fictitious Discount Algorithms for Episodic Reinforcement Learning and Global Convergence of Policy Gradient Methods AAAI 2022 Independence-aware Advantage Estimation IJCAI 2021 Almost Optimal Model-Free Reinforcement Learningvia Reference-Advantage Decomposition NeurIPS 2020 Policy Improvement via Imitation of Multiple Oracles NeurIPS 2020 Policy Optimization with Second-Order Advantage Information IJCAI 2018