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reinforcement learning

4352 papers

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Also known as

RL REINFORCE

Co-occurring keywords

large language model (13587) policy learning (702) markov decision process (790) policy optimization (657) policy gradient (520) deep reinforcement learning (903) multi-agent system (1819) imitation learning (744) regret bound (1926) language model (4599)

Papers

Domain Adaptation for Conversational Query Production with the RAG Model Feedback EMNLP 2023
Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression EMNLP 2023
Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment EMNLP 2023
Simultaneous Machine Translation with Tailored Reference EMNLP 2023
Boosting Punctuation Restoration with Data Generation and Reinforcement Learning INTERSPEECH 2023
Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback EMNLP 2023
Intervention-Based Alignment of Code Search with Execution Feedback EMNLP 2023
Multiple Thinking Achieving Meta-Ability Decoupling for Object Navigation ICML 2023
Hybrid Systems Neural Control with Region-of-Attraction Planner L4DC 2023
Agile Catching with Whole-Body MPC and Blackbox Policy Learning L4DC 2023
Continuous Versatile Jumping Using Learned Action Residuals L4DC 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
Hierarchical State Abstraction based on Structural Information Principles IJCAI 2023
Soft Action Priors: Towards Robust Policy Transfer AAAI 2023
Learning to Play General-Sum Games against Multiple Boundedly Rational Agents AAAI 2023
Low Emission Building Control with Zero-Shot Reinforcement Learning AAAI 2023
Generalization through Diversity: Improving Unsupervised Environment Design IJCAI 2023
Active Observing in Continuous-time Control NIPS 2023
On the Importance of Exploration for Generalization in Reinforcement Learning NIPS 2023
Abstract then Play: A Skill-centric Reinforcement Learning Framework for Text-based Games ACL 2023
GeoDRL: A Self-Learning Framework for Geometry Problem Solving using Reinforcement Learning in Deductive Reasoning ACL 2023
Task-Optimized Adapters for an End-to-End Task-Oriented Dialogue System ACL 2023
Adaptive Ordered Information Extraction with Deep Reinforcement Learning ACL 2023