policy gradient

AdaDiff: Adaptive Step Selection for Fast Diffusion Models AAAI 2025 A Policy-Gradient Approach to Solving Imperfect-Information Games with Best-Iterate Convergence ICLR 2025 A Safe Exploration Approach to Constrained Markov Decision Processes AISTATS 2025 Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis ICLR 2025 Bypass Back-propagation: Optimization-based Structural Pruning for Large Language Models via Policy Gradient ACL 2025 Collaborative Discrete-Continuous Black-Box Prompt Learning for Language Models ICLR 2025 Convergence Analysis of Policy Gradient Methods with Dynamic Stochasticity ICML 2025 Cross-Domain Off-Policy Evaluation and Learning for Contextual Bandits ICLR 2025 Deterministic Policy Gradient Primal-Dual Methods for Continuous-Space Constrained MDPs AAAI 2025 Differentiable Information Enhanced Model-Based Reinforcement Learning AAAI 2025 Diffusion Policy Policy Optimization ICLR 2025 Efficiently Escaping Saddle Points for Policy Optimization UAI 2025 Enhancing Diversity In Parallel Agents: A Maximum State Entropy Exploration Story ICML 2025 Fast Explanations via Policy Gradient-Optimized Explainer IJCAI 2025 FLAG-TRADER: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading ACL 2025 Global Convergence of Policy Gradient in Average Reward MDPs ICLR 2025 Improving Retrospective Language Agents via Joint Policy Gradient Optimization NAACL 2025 KIPPO: Koopman-Inspired Proximal Policy Optimization IJCAI 2025 Learning to Negotiate via Voluntary Commitment AISTATS 2025 MA-RLHF: Reinforcement Learning from Human Feedback with Macro Actions ICLR 2025 Maximum Entropy Softmax Policy Gradient via Entropy Advantage Estimation IJCAI 2025 Mitigating Information Loss in Tree-Based Reinforcement Learning via Direct Optimization ICLR 2025 Multi-agent cooperation through learning-aware policy gradients ICLR 2025 Near-Optimal Policy Identification in Robust Constrained Markov Decision Processes via Epigraph Form ICLR 2025 NICE Data Selection for Instruction Tuning in LLMs with Non-differentiable Evaluation Metric ICML 2025