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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

RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees EMNLP 2022
Self-Explaining Deviations for Coordination NIPS 2022
Ask4Help: Learning to Leverage an Expert for Embodied Tasks NIPS 2022
A Generative User Simulator with GPT-based Architecture and Goal State Tracking for Reinforced Multi-Domain Dialog Systems EMNLP 2022
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