proximal policy optimization

Improving NMT Models by Retrofitting Quality Estimators into Trainable Energy Loss COLING 2025 Improving the Language Understanding Capabilities of Large Language Models Using Reinforcement Learning EMNLP 2025 InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model ACL 2025 KIPPO: Koopman-Inspired Proximal Policy Optimization IJCAI 2025 Learning Splitting Heuristics in Divide-and-Conquer SAT Solvers with Reinforcement Learning ICLR 2025 Leveraging LLM-based sentiment analysis for portfolio optimization with proximal policy optimization ACL 2025 Maximum Entropy Softmax Policy Gradient via Entropy Advantage Estimation IJCAI 2025 Med-VRAgent: A Framework for Medical Visual Reasoning-Enhanced Agents EMNLP 2025 Memory Gym: Towards Endless Tasks to Benchmark Memory Capabilities of Agents JMLR 2025 NL2Lean: Translating Natural Language into Lean 4 through Multi-Aspect Reinforcement Learning EMNLP 2025 Off Policy Lyapunov Stability in Reinforcement Learning CoRL 2025 On-Policy Algorithms for Continual Reinforcement Learning (Student Abstract) AAAI 2025 On the Adversarial Robustness of Multi-Kernel Clustering ICML 2025 Optimizing Vital Sign Monitoring in Resource-Constrained Maternal Care: An RL-Based Restless Bandit Approach AAAI 2025 POI Recommendation via Multi-Objective Adversarial Imitation Learning AAAI 2025 Policy Filtration for RLHF to Mitigate Noise in Reward Models ICML 2025 Reinforcement Learning for Large Language Models via Group Preference Reward Shaping EMNLP 2025 RLHF Algorithms Ranked: An Extensive Evaluation Across Diverse Tasks, Rewards, and Hyperparameters EMNLP 2025 Stay Hungry, Keep Learning: Sustainable Plasticity for Deep Reinforcement Learning ICML 2025 StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization EMNLP 2025 Taming Overconfidence in LLMs: Reward Calibration in RLHF ICLR 2025 TGDPO: Harnessing Token-Level Reward Guidance for Enhancing Direct Preference Optimization ICML 2025 TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use EMNLP 2025 Truncated Gaussian Policy for Debiased Continuous Control AAAI 2025 Two-Stage Feature Generation with Transformer and Reinforcement Learning IJCAI 2025