actor-critic method

ACING: Actor-Critic for Instruction Learning in Black-Box LLMs EMNLP 2025 Order-Optimal Global Convergence for Actor-Critic with General Policy and Neural Critic Parametrization UAI 2025 Actor Prioritized Experience Replay (Abstract Reprint) AAAI 2024 AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers NeurIPS 2024 Exploring the Promise and Limits of Real-Time Recurrent Learning ICLR 2024 Improving Deep Reinforcement Learning by Reducing the Chain Effect of Value and Policy Churn NeurIPS 2024 Behavior Proximal Policy Optimization ICLR 2023 Generative Modelling of Stochastic Actions with Arbitrary Constraints in Reinforcement Learning NeurIPS 2023 Learnable Behavior Control: Breaking Atari Human World Records via Sample-Efficient Behavior Selection ICLR 2023 Revisiting the Minimalist Approach to Offline Reinforcement Learning NeurIPS 2023 Scalable Primal-Dual Actor-Critic Method for Safe Multi-Agent RL with General Utilities NeurIPS 2023 Single Timescale Actor-Critic Method to Solve the Linear Quadratic Regulator with Convergence Guarantees JMLR 2023 Solving Continuous Control via Q-learning ICLR 2023 When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement Learning ICLR 2023 Actor-critic is implicitly biased towards high entropy optimal policies ICLR 2022 A Deeper Understanding of State-Based Critics in Multi-Agent Reinforcement Learning AAAI 2022 Communication-Efficient Actor-Critic Methods for Homogeneous Markov Games ICLR 2022 CUP: Critic-Guided Policy Reuse NeurIPS 2022 Direct Advantage Estimation NeurIPS 2022 Experience Replay with Likelihood-free Importance Weights L4DC 2022 GRASP: Navigating Retrosynthetic Planning with Goal-driven Policy NeurIPS 2022 Pareto Policy Adaptation ICLR 2022 Robust Multi-Objective Reinforcement Learning with Dynamic Preferences ACML 2022 Solving Complex Manipulation Tasks with Model-Assisted Model-Free Reinforcement Learning CoRL 2022 Symmetry-Aware Neural Architecture for Embodied Visual Exploration CVPR 2022