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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

Criticality-Based Advice in Reinforcement Learning (Student Abstract) AAAI 2022
Goal Recognition as Reinforcement Learning AAAI 2022
ISEEQ: Information Seeking Question Generation Using Dynamic Meta-Information Retrieval and Knowledge Graphs AAAI 2022
Learning to Search in Local Branching AAAI 2022
Constraint Sampling Reinforcement Learning: Incorporating Expertise for Faster Learning AAAI 2022
Reward-Weighted Regression Converges to a Global Optimum AAAI 2022
Generalization in Mean Field Games by Learning Master Policies AAAI 2022
Convergence and Optimality of Policy Gradient Methods in Weakly Smooth Settings AAAI 2022
The Unsurprising Effectiveness of Pre-Trained Vision Models for Control ICML 2022
NICE: Robust Scheduling through Reinforcement Learning-Guided Integer Programming AAAI 2022
A Framework for Learning to Request Rich and Contextually Useful Information from Humans ICML 2022
Efficient Device Scheduling with Multi-Job Federated Learning AAAI 2022
Bi-CMR: Bidirectional Reinforcement Guided Hashing for Effective Cross-Modal Retrieval AAAI 2022
Unsupervised Reinforcement Adaptation for Class-Imbalanced Text Classification NAACL 2022
PA Ph&Tech at SemEval-2022 Task 11: NER Task with Ensemble Embedding from Reinforcement Learning NAACL 2022
Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer NAACL 2022
Bridging the Gap between Training and Inference: Multi-Candidate Optimization for Diverse Neural Machine Translation NAACL 2022
Empathetic Persuasion: Reinforcing Empathy and Persuasiveness in Dialogue Systems NAACL 2022
Same State, Different Task: Continual Reinforcement Learning without Interference AAAI 2022
Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System NAACL 2022
Fine-grained Image Captioning with CLIP Reward NAACL 2022
Curiosity-Driven Exploration via Latent Bayesian Surprise AAAI 2022
Aligning Generative Language Models with Human Values NAACL 2022
Offline-to-Online Co-Evolutional User Simulator and Dialogue System EMNLP 2022
Can Question Rewriting Help Conversational Question Answering? ACL 2022