policy gradient

Non-Adversarial Inverse Reinforcement Learning via Successor Feature Matching ICLR 2025 Non-conflicting Energy Minimization in Reinforcement Learning based Robot Control CoRL 2025 Order-Optimal Regret with Novel Policy Gradient Approaches in Infinite-Horizon Average Reward MDPs AISTATS 2025 Policy Gradient with Tree Expansion ICML 2025 Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF JMLR 2025 Provable Policy Gradient for Robust Average-Reward MDPs Beyond Rectangularity ICML 2025 REINFORCE Adversarial Attacks on Large Language Models: An Adaptive, Distributional, and Semantic Objective ICML 2025 Reinforcement Learning for Adaptive MCMC AISTATS 2025 Residual Kernel Policy Network: Enhancing Stability and Robustness in RKHS-Based Reinforcement Learning ICLR 2025 Return Capping: Sample Efficient CVaR Policy Gradient Optimisation ICML 2025 Robust Finite-Memory Policy Gradients for Hidden-Model POMDPs IJCAI 2025 Scalable Discrete Diffusion Samplers: Combinatorial Optimization and Statistical Physics ICLR 2025 Score-Aware Policy-Gradient and Performance Guarantees using Local Lyapunov Stability JMLR 2025 Sequential Preference Optimization: Multi-Dimensional Preference Alignment with Implicit Reward Modeling AAAI 2025 Simple Policy Optimization ICML 2025 Solving Zero-Sum Convex Markov Games ICML 2025 Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning ACL 2025 SPPD: Self-training with Process Preference Learning Using Dynamic Value Margin EMNLP 2025 Towards Automatic Sampling of User Behaviors for Sequential Recommender Systems IJCAI 2025 Truncated Gaussian Policy for Debiased Continuous Control AAAI 2025 Unearthing Gems from Stones: Policy Optimization with Negative Sample Augmentation for LLM Reasoning EMNLP 2025 “Yes, My LoRD.” Guiding Language Model Extraction with Locality Reinforced Distillation ACL 2025 Zeroth-Order Policy Gradient for Reinforcement Learning from Human Feedback without Reward Inference ICLR 2025 Accelerated Policy Gradient for s-rectangular Robust MDPs with Large State Spaces ICML 2024 Accelerated Policy Gradient: On the Convergence Rates of the Nesterov Momentum for Reinforcement Learning ICML 2024