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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

Zero-Shot Reward Specification via Grounded Natural Language ICML 2022
Delayed Reinforcement Learning by Imitation ICML 2022
Scalable Deep Reinforcement Learning Algorithms for Mean Field Games ICML 2022
Efficient (Soft) Q-Learning for Text Generation with Limited Good Data EMNLP 2022
Generative Cooperative Networks for Natural Language Generation ICML 2022
Revisiting the Roles of “Text” in Text Games EMNLP 2022
Curriculum Reinforcement Learning via Constrained Optimal Transport ICML 2022
Learning-based Optimisation of Particle Accelerators Under Partial Observability Without Real-World Training ICML 2022
LeNSE: Learning To Navigate Subgraph Embeddings for Large-Scale Combinatorial Optimisation ICML 2022
A data-driven approach for learning to control computers ICML 2022
Blocks Assemble! Learning to Assemble with Large-Scale Structured Reinforcement Learning ICML 2022
PAGE-PG: A Simple and Loopless Variance-Reduced Policy Gradient Method with Probabilistic Gradient Estimation ICML 2022
SURF: Semantic-level Unsupervised Reward Function for Machine Translation NAACL 2022
Aligning to Social Norms and Values in Interactive Narratives NAACL 2022
Partner Personas Generation for Dialogue Response Generation NAACL 2022
Learning as Conversation: Dialogue Systems Reinforced for Information Acquisition NAACL 2022
Data Augmentation with Dual Training for Offensive Span Detection NAACL 2022
AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization NAACL 2022
A Shoulder to Cry on: Towards A Motivational Virtual Assistant for Assuaging Mental Agony NAACL 2022
Improving Multi-Document Summarization through Referenced Flexible Extraction with Credit-Awareness NAACL 2022
Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts NAACL 2022
Learning to Selectively Learn for Weakly Supervised Paraphrase Generation with Model-based Reinforcement Learning NAACL 2022
Learning Natural Language Generation with Truncated Reinforcement Learning NAACL 2022
Different Data, Different Modalities! Reinforced Data Splitting for Effective Multimodal Information Extraction from Social Media Posts COLING 2022
TopKG: Target-oriented Dialog via Global Planning on Knowledge Graph COLING 2022