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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

MRRL: Modifying the Reference via Reinforcement Learning for Non-Autoregressive Joint Multiple Intent Detection and Slot Filling EMNLP 2023
On the Study of Curriculum Learning for Inferring Dispatching Policies on the Job Shop Scheduling IJCAI 2023
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
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
Hierarchical State Abstraction based on Structural Information Principles IJCAI 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
Reinforcement Learning for Branch-and-Bound Optimisation Using Retrospective Trajectories AAAI 2023
Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training ACL 2023
Increasing Impact of Mobile Health Programs: SAHELI for Maternal and Child Care AAAI 2023
Reward Scale Robustness for Proximal Policy Optimization via DreamerV3 Tricks NIPS 2023
Tuna: Instruction Tuning using Feedback from Large Language Models EMNLP 2023
Remember what you did so you know what to do next EMNLP 2023
StylerDALLE: Language-Guided Style Transfer Using a Vector-Quantized Tokenizer of a Large-Scale Generative Model ICCV 2023
Poisoning the Well: Can We Simultaneously Attack a Group of Learning Agents? IJCAI 2023
Learning from Visual Observation via Offline Pretrained State-to-Go Transformer NIPS 2023