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Deep RL

3861 directly classified papers

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Papers

AlphaSnake: Policy Iteration on a Nondeterministic NP-Hard Markov Decision Process (Student Abstract) AAAI 2023
Safety Aware Neural Pruning for Deep Reinforcement Learning (Student Abstract) AAAI 2023
Towards Safe Reinforcement Learning via OOD Dynamics Detection in Autonomous Driving System (Student Abstract) AAAI 2023
Learning Generalizable Batch Active Learning Strategies via Deep Q-networks (Student Abstract) AAAI 2023
Scalable Negotiating Agent Strategy via Multi-Issue Policy Network (Student Abstract) AAAI 2023
Anti-drifting Feature Selection via Deep Reinforcement Learning (Student Abstract) AAAI 2023
Facilitating Multi-turn Emotional Support Conversation with Positive Emotion Elicitation: A Reinforcement Learning Approach ACL 2023
Reward Gaming in Conditional Text Generation ACL 2023
Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback ACL 2023
ClarifyDelphi: Reinforced Clarification Questions with Defeasibility Rewards for Social and Moral Situations ACL 2023
Model-Based Simulation for Optimising Smart Reply ACL 2023
PAL to Lend a Helping Hand: Towards Building an Emotion Adaptive Polite and Empathetic Counseling Conversational Agent ACL 2023
Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems ACL 2023
Unsupervised Keyphrase Extraction by Learning Neural Keyphrase Set Function ACL 2023
Reinforcement Learning for Topic Models ACL 2023
Critic-Guided Decoding for Controlled Text Generation ACL 2023
Modeling Adversarial Attack on Pre-trained Language Models as Sequential Decision Making ACL 2023
Boosting Event Extraction with Denoised Structure-to-Text Augmentation ACL 2023
Abstract then Play: A Skill-centric Reinforcement Learning Framework for Text-based Games ACL 2023
GeoDRL: A Self-Learning Framework for Geometry Problem Solving using Reinforcement Learning in Deductive Reasoning ACL 2023
Adaptive Ordered Information Extraction with Deep Reinforcement Learning ACL 2023
Generating Dialog Responses with Specified Grammatical Items for Second Language Learning ACL 2023
Enhancing Educational Dialogues: A Reinforcement Learning Approach for Generating AI Teacher Responses ACL 2023
Aligning Factual Consistency for Clinical Studies Summarization through Reinforcement Learning ACL 2023
User Simulator Assisted Open-ended Conversational Recommendation System ACL 2023