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Reinforcement Learning

1263 directly classified papers

Papers per year

Papers

Compilable Neural Code Generation with Compiler Feedback ACL 2022
MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes ACL 2022
Situated Dialogue Learning through Procedural Environment Generation ACL 2022
Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning ACL 2022
Robust Lottery Tickets for Pre-trained Language Models ACL 2022
Perceiving the World: Question-guided Reinforcement Learning for Text-based Games ACL 2022
A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization ACL 2022
Improving Policy Learning via Language Dynamics Distillation NIPS 2022
Neighborhood Mixup Experience Replay: Local Convex Interpolation for Improved Sample Efficiency in Continuous Control Tasks L4DC 2022
Teacher Forcing Recovers Reward Functions for Text Generation NIPS 2022
Locality Matters: A Scalable Value Decomposition Approach for Cooperative Multi-Agent Reinforcement Learning AAAI 2022
Experience Replay with Likelihood-free Importance Weights L4DC 2022
DreamShard: Generalizable Embedding Table Placement for Recommender Systems NIPS 2022
Scalable Multi-agent Covering Option Discovery based on Kronecker Graphs NIPS 2022
Invariant Action Effect Model for Reinforcement Learning AAAI 2022
Dimensionality Reduction and Prioritized Exploration for Policy Search AISTATS 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
Efficient (Soft) Q-Learning for Text Generation with Limited Good Data EMNLP 2022
Revisiting the Roles of “Text” in Text Games EMNLP 2022
Guiding Abstractive Dialogue Summarization with Content Planning EMNLP 2022
Masked Language Models Know Which are Popular: A Simple Ranking Strategy for Commonsense Question Answering EMNLP 2022
Evaluating and Improving Factuality in Multimodal Abstractive Summarization EMNLP 2022
PantheonRL: A MARL Library for Dynamic Training Interactions AAAI 2022
Using Graph-Aware Reinforcement Learning to Identify Winning Strategies in Diplomacy Games (Student Abstract) AAAI 2022