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reinforcement learning

4122 papers

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Also known as

RLVR HARL GRPO RL PPO REINFORCE RFT DRL RL NULL LQR RLHF

Co-occurring keywords

large language model (12755) policy learning (699) markov decision process (788) policy gradient (518) policy optimization (630) deep reinforcement learning (903) multi-agent system (1743) imitation learning (741) regret bound (1918) language model (4573)

Papers

Continuous Versatile Jumping Using Learned Action Residuals L4DC 2023
Learning Score-based Grasping Primitive for Human-assisting Dexterous Grasping NIPS 2023
Diverse Conventions for Human-AI Collaboration NIPS 2023
Online Nonstochastic Model-Free Reinforcement Learning NIPS 2023
Regret Guarantees for Online Deep Control L4DC 2023
Hierarchical Policy Blending As Optimal Transport L4DC 2023
A Minimal Approach for Natural Language Action Space in Text-based Games CONLL 2023
Belief Projection-Based Reinforcement Learning for Environments with Delayed Feedback NIPS 2023
Information Design in Multi-Agent Reinforcement Learning NIPS 2023
Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning ICML 2023
Breadcrumbs to the Goal: Goal-Conditioned Exploration from Human-in-the-Loop Feedback NIPS 2023
Reinforcement Learning Approaches for Traffic Signal Control under Missing Data IJCAI 2023
Explore to Generalize in Zero-Shot RL NIPS 2023
Learning from Active Human Involvement through Proxy Value Propagation NIPS 2023
State2Explanation: Concept-Based Explanations to Benefit Agent Learning and User Understanding NIPS 2023
Aligning Factual Consistency for Clinical Studies Summarization through Reinforcement Learning ACL 2023
SustainGym: Reinforcement Learning Environments for Sustainable Energy Systems NIPS 2023
User Simulator Assisted Open-ended Conversational Recommendation System ACL 2023
Guiding Large Language Models via Directional Stimulus Prompting NIPS 2023
DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models NIPS 2023
Rewiring Neurons in Non-Stationary Environments NIPS 2023
Reinforced Active Learning for Low-Resource, Domain-Specific, Multi-Label Text Classification ACL 2023
Yes, this Way! Learning to Ground Referring Expressions into Actions with Intra-episodic Feedback from Supportive Teachers ACL 2023
Boosting Event Extraction with Denoised Structure-to-Text Augmentation ACL 2023
Triplet-Free Knowledge-Guided Response Generation ACL 2023