conftrace_

advantage estimation

12 papers

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Co-occurring keywords

policy optimization (657) reinforcement learning (4352) variance reduction (523) credit assignment (112) return distribution (18) high-frequency decision (1) actor-critic method (34) trajectory planning (108) episodic reinforcement learning (18) causal representation (18)

Papers

Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs EACL 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
Action Gaps and Advantages in Continuous-Time Distributional Reinforcement Learning NIPS 2024
ACT: Empowering Decision Transformer with Dynamic Programming via Advantage Conditioning AAAI 2024
Difference Advantage Estimation for Multi-Agent Policy Gradients ICML 2022
Theoretical Guarantees of Fictitious Discount Algorithms for Episodic Reinforcement Learning and Global Convergence of Policy Gradient Methods AAAI 2022
Direct Advantage Estimation NIPS 2022
Independence-aware Advantage Estimation IJCAI 2021
Almost Optimal Model-Free Reinforcement Learningvia Reference-Advantage Decomposition NIPS 2020
Policy Improvement via Imitation of Multiple Oracles NIPS 2020
Policy Optimization with Second-Order Advantage Information IJCAI 2018