actor critic

Learning to Optimize Job Shop Scheduling Under Structural Uncertainty AAAI 2026 Actor-Critics Can Achieve Optimal Sample Efficiency ICML 2025 A Model of Place Field Reorganization During Reward Maximization ICML 2025 A Sharper Global Convergence Analysis for Average Reward Reinforcement Learning via an Actor-Critic Approach ICML 2025 Enhancing Decision-Making of Large Language Models via Actor-Critic ICML 2025 Gradual Transition from Bellman Optimality Operator to Bellman Operator in Online Reinforcement Learning ICML 2025 IL-SOAR : Imitation Learning with Soft Optimistic Actor cRitic ICML 2025 Off-Policy Actor-Critic for Adversarial Observation Robustness: Virtual Alternative Training via Symmetric Policy Evaluation ICML 2025 On the Convergence of Continuous Single-timescale Actor-critic ICML 2025 Reinforce LLM Reasoning through Multi-Agent Reflection ICML 2025 Relational Object-Centric Actor-Critic CLeaR 2025 Wasserstein Policy Optimization ICML 2025 $\rm E(3)$-Equivariant Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning ICML 2024 Adaptive Horizon Actor-Critic for Policy Learning in Contact-Rich Differentiable Simulation ICML 2024 Closing the Gap: Achieving Global Convergence (Last Iterate) of Actor-Critic under Markovian Sampling with Neural Network Parametrization ICML 2024 Controlling Behavioral Diversity in Multi-Agent Reinforcement Learning ICML 2024 Federated Natural Policy Gradient and Actor Critic Methods for Multi-task Reinforcement Learning NeurIPS 2024 Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning ICML 2024 Is DPO Superior to PPO for LLM Alignment? A Comprehensive Study ICML 2024 Jumanji: a Diverse Suite of Scalable Reinforcement Learning Environments in JAX ICLR 2024 Mean Field Langevin Actor-Critic: Faster Convergence and Global Optimality beyond Lazy Learning ICML 2024 Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing ICML 2024 Non-Asymptotic Analysis for Single-Loop (Natural) Actor-Critic with Compatible Function Approximation ICML 2024 Offline Actor-Critic Reinforcement Learning Scales to Large Models ICML 2024 On the Second-Order Convergence of Biased Policy Gradient Algorithms ICML 2024