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Reinforcement Learning

2932 directly classified papers

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Papers

A Fairness-Driven Method for Learning Human-Compatible Negotiation Strategies EMNLP 2024
Online Learning of Decision Trees with Thompson Sampling AISTATS 2024
Navigating Noisy Feedback: Enhancing Reinforcement Learning with Error-Prone Language Models EMNLP 2024
Achieving Stronger Generation via Simple Contrastive Tuning EMNLP 2024
Fast TRAC: A Parameter-Free Optimizer for Lifelong Reinforcement Learning NIPS 2024
A Surprisingly Simple Continuous-Action POMDP Solver: Lazy Cross-Entropy Search Over Policy Trees AAAI 2024
Fast Rates for Maximum Entropy Exploration ICML 2023
Computationally Efficient PAC RL in POMDPs with Latent Determinism and Conditional Embeddings ICML 2023
Tuna: Instruction Tuning using Feedback from Large Language Models EMNLP 2023
Don’t Add, don’t Miss: Effective Content Preserving Generation from Pre-Selected Text Spans EMNLP 2023
The Virtues of Laziness in Model-based RL: A Unified Objective and Algorithms ICML 2023
GraphSR: A Data Augmentation Algorithm for Imbalanced Node Classification AAAI 2023
Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data EMNLP 2023
Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Conservative Natural Policy Gradient Primal-Dual Algorithm AAAI 2023
HuatuoGPT, Towards Taming Language Model to Be a Doctor EMNLP 2023
STEER: Unified Style Transfer with Expert Reinforcement EMNLP 2023
Temporal Extrapolation and Knowledge Transfer for Lifelong Temporal Knowledge Graph Reasoning EMNLP 2023
Hybrid Learning with New Value Function for the Maximum Common Induced Subgraph Problem AAAI 2023
Inverse Reinforcement Learning for Text Summarization EMNLP 2023
Narrative Order Aware Story Generation via Bidirectional Pretraining Model with Optimal Transport Reward EMNLP 2023
Doolittle: Benchmarks and Corpora for Academic Writing Formalization EMNLP 2023
Self-Supervised Behavior Cloned Transformers are Path Crawlers for Text Games EMNLP 2023
Multi-Environment Pretraining Enables Transfer to Action Limited Datasets ICML 2023
LDM2: A Large Decision Model Imitating Human Cognition with Dynamic Memory Enhancement EMNLP 2023
Exploratory Inference Learning for Scribble Supervised Semantic Segmentation AAAI 2023