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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

Teaching Language Models to Self-Improve by Learning from Language Feedback ACL 2024
Get a Head Start: On-Demand Pedagogical Policy Selection in Intelligent Tutoring AAAI 2024
RePALM: Popular Quote Tweet Generation via Auto-Response Augmentation ACL 2024
Peer Learning: Learning Complex Policies in Groups from Scratch via Action Recommendations AAAI 2024
BadRL: Sparse Targeted Backdoor Attack against Reinforcement Learning AAAI 2024
RLfOLD: Reinforcement Learning from Online Demonstrations in Urban Autonomous Driving AAAI 2024
Learning Optimal Advantage from Preferences and Mistaking It for Reward AAAI 2024
Optimal Mechanism in a Dynamic Stochastic Knapsack Environment AAAI 2024
Learning from Ambiguous Demonstrations with Self-Explanation Guided Reinforcement Learning AAAI 2024
Mars: Situated Inductive Reasoning in an Open-World Environment NIPS 2024
Hierarchical Planning and Learning for Robots in Stochastic Settings Using Zero-Shot Option Invention AAAI 2024
EgoGen: An Egocentric Synthetic Data Generator CVPR 2024
Training Diffusion Models Towards Diverse Image Generation with Reinforcement Learning CVPR 2024
UNEX-RL: Reinforcing Long-Term Rewards in Multi-Stage Recommender Systems with UNidirectional EXecution AAAI 2024
TaxoCritic: Exploring Credit Assignment in Taxonomy Induction with Multi-Critic Reinforcement Learning COLING 2024
AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning CVPR 2024
Learning to Select Views for Efficient Multi-View Understanding CVPR 2024
Fine-Tuning Large Language Model Based Explainable Recommendation with Explainable Quality Reward AAAI 2024
PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models CVPR 2024
ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles CVPR 2024
EnMatch: Matchmaking for Better Player Engagement via Neural Combinatorial Optimization AAAI 2024
Enhancing Temporal Sensitivity and Reasoning for Time-Sensitive Question Answering EMNLP 2024
A Reinforcement-Learning-Based Multiple-Column Selection Strategy for Column Generation AAAI 2024
Can Learned Optimization Make Reinforcement Learning Less Difficult? NIPS 2024
Model-Based Transfer Learning for Contextual Reinforcement Learning NIPS 2024