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Reinforcement Learning

2932 directly classified papers

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Papers

VECA: A New Benchmark and Toolkit for General Cognitive Development AAAI 2022
Offline-to-Online Co-Evolutional User Simulator and Dialogue System EMNLP 2022
A Generative User Simulator with GPT-based Architecture and Goal State Tracking for Reinforced Multi-Domain Dialog Systems EMNLP 2022
Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards EMNLP 2022
Guiding Abstractive Dialogue Summarization with Content Planning EMNLP 2022
Turning Fixed to Adaptive: Integrating Post-Evaluation into Simultaneous Machine Translation EMNLP 2022
Wait-info Policy: Balancing Source and Target at Information Level for Simultaneous Machine Translation EMNLP 2022
Text Editing as Imitation Game EMNLP 2022
Reinforced Question Rewriting for Conversational Question Answering EMNLP 2022
ScienceWorld: Is your Agent Smarter than a 5th Grader? EMNLP 2022
CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning EMNLP 2022
Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering EMNLP 2022
Composing Ci with Reinforced Non-autoregressive Text Generation EMNLP 2022
RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees EMNLP 2022
RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning EMNLP 2022
Generating Natural Language Proofs with Verifier-Guided Search EMNLP 2022
Adaptive Natural Language Generation for Task-oriented Dialogue via Reinforcement Learning COLING 2022
CHAI: A CHatbot AI for Task-Oriented Dialogue with Offline Reinforcement Learning NAACL 2022
Active Example Selection for In-Context Learning EMNLP 2022
Pre-Trained Language Models for Interactive Decision-Making NIPS 2022
Towards Automating the Generation of Human-Robot Interaction Scenarios AAAI 2022
Selecting Optimal Context Sentences for Event-Event Relation Extraction AAAI 2022
Hindsight Network Credit Assignment: Efficient Credit Assignment in Networks of Discrete Stochastic Units AAAI 2022
DiPS: Differentiable Policy for Sketching in Recommender Systems AAAI 2022
Characterization of Incentive Compatibility of an Ex-ante Constrained Player AAAI 2022