conftrace_

reinforcement learning

5,245 papers

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Also known as

RL REINFORCE

Co-occurring keywords · papers mentioning both

large language model (457) markov decision process (304) policy learning (295) policy gradient (249) policy optimization (237) deep reinforcement learning (210) multi-agent system (210) imitation learning (207) regret bound (189) sample efficiency (179)

Papers

Preference-Guided Reflective Sampling for Aligning Language Models EMNLP 2024 PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference NeurIPS 2024 Pre-Trained Multi-Goal Transformers with Prompt Optimization for Efficient Online Adaptation NeurIPS 2024 PRewrite: Prompt Rewriting with Reinforcement Learning ACL 2024 PRIMO: Progressive Induction for Multi-hop Open Rule Generation COLING 2024 Privileged Sensing Scaffolds Reinforcement Learning ICLR 2024 Probing the Multi-turn Planning Capabilities of LLMs via 20 Question Games ACL 2024 Projection by Convolution: Optimal Sample Complexity for Reinforcement Learning in Continuous-Space MDPs COLT 2024 Prompt-Based Length Controlled Generation with Multiple Control Types ACL 2024 Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning AAAI 2024 Proofread: Fixes All Errors with One Tap ACL 2024 Proper Laplacian Representation Learning ICLR 2024 Provably and Practically Efficient Adversarial Imitation Learning with General Function Approximation NeurIPS 2024 Provably Efficient Reinforcement Learning for Adversarial Restless Multi-Armed Bandits with Unknown Transitions and Bandit Feedback ICML 2024 Provably Efficient Reinforcement Learning with Multinomial Logit Function Approximation NeurIPS 2024 P-TA: Using Proximal Policy Optimization to Enhance Tabular Data Augmentation via Large Language Models ACL 2024 QDax: A Library for Quality-Diversity and Population-based Algorithms with Hardware Acceleration JMLR 2024 QGFN: Controllable Greediness with Action Values NeurIPS 2024 QGym: Scalable Simulation and Benchmarking of Queuing Network Controllers NeurIPS 2024 Q-Star Meets Scalable Posterior Sampling: Bridging Theory and Practice via HyperAgent ICML 2024 QueST: Self-Supervised Skill Abstractions for Learning Continuous Control NeurIPS 2024 QUIS: Question-guided Insights Generation for Automated Exploratory Data Analysis EMNLP 2024 RaFe: Ranking Feedback Improves Query Rewriting for RAG EMNLP 2024 Randomized Exploration for Reinforcement Learning with Multinomial Logistic Function Approximation NeurIPS 2024 Rapid Motor Adaptation for Robotic Manipulator Arms CVPR 2024