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Reinforcement Learning

2,932 papers

Papers per year

Papers

Reinforcement Learning with Large Action Spaces for Neural Machine Translation COLING 2022
Comparing BERT-based Reward Functions for Deep Reinforcement Learning in Machine Translation COLING 2022
Reinforced Structured State-Evolution for Vision-Language Navigation CVPR 2022
Global-Aware Registration of Less-Overlap RGB-D Scans CVPR 2022
DECORE: Deep Compression With Reinforcement Learning CVPR 2022
Is Mapping Necessary for Realistic PointGoal Navigation? CVPR 2022
AME: Attention and Memory Enhancement in Hyper-Parameter Optimization CVPR 2022
Sketching Without Worrying: Noise-Tolerant Sketch-Based Image Retrieval CVPR 2022
Generating Natural Language Proofs with Verifier-Guided Search EMNLP 2022
RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning EMNLP 2022
Automatic Generation of Socratic Subquestions for Teaching Math Word Problems EMNLP 2022
RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees EMNLP 2022
Composing Ci with Reinforced Non-autoregressive Text Generation EMNLP 2022
Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering EMNLP 2022
Active Example Selection for In-Context Learning EMNLP 2022
CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning EMNLP 2022
ScienceWorld: Is your Agent Smarter than a 5th Grader? EMNLP 2022
Reinforced Question Rewriting for Conversational Question Answering EMNLP 2022
RL with KL penalties is better viewed as Bayesian inference EMNLP 2022
Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator EMNLP 2022
Text Editing as Imitation Game EMNLP 2022
Wait-info Policy: Balancing Source and Target at Information Level for Simultaneous Machine Translation EMNLP 2022
Turning Fixed to Adaptive: Integrating Post-Evaluation into Simultaneous Machine Translation EMNLP 2022
Guiding Abstractive Dialogue Summarization with Content Planning EMNLP 2022
Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards EMNLP 2022