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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

Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning over Text AAAI 2022
Entailment Relation Aware Paraphrase Generation AAAI 2022
ALPHAPROG: Reinforcement Generation of Valid Programs for Compiler Fuzzing AAAI 2022
Reinforcement Learning for Datacenter Congestion Control AAAI 2022
Reinforcement Learning Explainability via Model Transforms (Student Abstract) AAAI 2022
Using Reinforcement Learning for Operating Educational Campuses Safely during a Pandemic (Student Abstract) AAAI 2022
Criticality-Based Advice in Reinforcement Learning (Student Abstract) AAAI 2022
Dynamic Incentive Mechanism Design for COVID-19 Social Distancing AAAI 2022
Learning Expected Emphatic Traces for Deep RL AAAI 2022
Hindsight Network Credit Assignment: Efficient Credit Assignment in Networks of Discrete Stochastic Units AAAI 2022
Selecting Optimal Context Sentences for Event-Event Relation Extraction AAAI 2022
Reinforcement Guided Multi-Task Learning Framework for Low-Resource Stereotype Detection ACL 2022
Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning ACL 2022
Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization ACL 2022
A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization ACL 2022
MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes ACL 2022
Rewarding Semantic Similarity under Optimized Alignments for AMR-to-Text Generation ACL 2022
Probing the Robustness of Trained Metrics for Conversational Dialogue Systems ACL 2022
Integrating Question Rewrites in Conversational Question Answering: A Reinforcement Learning Approach ACL 2022
Reinforced Cross-modal Alignment for Radiology Report Generation ACL 2022
Deep Reinforcement Learning for Entity Alignment ACL 2022
Can Question Rewriting Help Conversational Question Answering? ACL 2022
Situated Dialogue Learning through Procedural Environment Generation ACL 2022
Compilable Neural Code Generation with Compiler Feedback ACL 2022
Automatic Generation of Socratic Subquestions for Teaching Math Word Problems EMNLP 2022