advantage function

Reasoning with Exploration: An Entropy Perspective AAAI 2026 φ-Update: A Class of Policy Update Methods with Policy Convergence Guarantee ICLR 2025 Advantage Alignment Algorithms ICLR 2025 Do We Need to Verify Step by Step? Rethinking Process Supervision from a Theoretical Perspective ICML 2025 In-Context Reinforcement Learning From Suboptimal Historical Data ICML 2025 MDP Geometry, Normalization and Reward Balancing Solvers AISTATS 2025 Multi-level Advantage Credit Assignment for Cooperative Multi-Agent Reinforcement Learning AISTATS 2025 Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration ACL 2025 Action Gaps and Advantages in Continuous-Time Distributional Reinforcement Learning NeurIPS 2024 Learning Optimal Advantage from Preferences and Mistaking It for Reward AAAI 2024 Skill or Luck? Return Decomposition via Advantage Functions ICLR 2024 VA-learning as a more efficient alternative to Q-learning ICML 2023 Safe Reinforcement Learning Using Advantage-Based Intervention ICML 2021 Hierarchical Reinforcement Learning via Advantage-Weighted Information Maximization ICLR 2019 Hierarchical Reinforcement Learning with Advantage-Based Auxiliary Rewards NeurIPS 2019 Self-Critical N-Step Training for Image Captioning CVPR 2019 Online Robust Policy Learning in the Presence of Unknown Adversaries NeurIPS 2018 Regret Minimization for Partially Observable Deep Reinforcement Learning ICML 2018 Dueling Network Architectures for Deep Reinforcement Learning ICML 2016