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Reinforcement Learning

1263 directly classified papers

Papers per year

Papers

Be Relevant, Non-Redundant, and Timely: Deep Reinforcement Learning for Real-Time Event Summarization AAAI 2020
Joint Entity and Relation Extraction with a Hybrid Transformer and Reinforcement Learning Based Model AAAI 2020
Copy or Rewrite: Hybrid Summarization with Hierarchical Reinforcement Learning AAAI 2020
Hierarchical Reinforcement Learning for Open-Domain Dialog AAAI 2020
What Makes A Good Story? Designing Composite Rewards for Visual Storytelling AAAI 2020
Learning from Easy to Complex: Adaptive Multi-Curricula Learning for Neural Dialogue Generation AAAI 2020
Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy Optimization AAAI 2020
An Intrinsically-Motivated Approach for Learning Highly Exploring and Fast Mixing Policies AAAI 2020
Metareasoning in Modular Software Systems: On-the-Fly Configuration Using Reinforcement Learning with Rich Contextual Representations AAAI 2020
Learning Agent Communication under Limited Bandwidth by Message Pruning AAAI 2020
IPO: Interior-Point Policy Optimization under Constraints AAAI 2020
Improving Image Captioning with Conditional Generative Adversarial Nets AAAI 2019
Learning Resource Allocation and Pricing for Cloud Profit Maximization AAAI 2019
Towards Fine-grained Text Sentiment Transfer ACL 2019
Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data ACL 2019
A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification ACL 2019
Safe and Sample-Efficient Reinforcement Learning Algorithms for Factored Environments IJCAI 2019
Can Meta-Interpretive Learning outperform Deep Reinforcement Learning of Evaluable Game strategies? IJCAI 2019
Learning Interpretable Relational Structures of Hinge-loss Markov Random Fields IJCAI 2019
Stay on the Path: Instruction Fidelity in Vision-and-Language Navigation ACL 2019
Unsupervised Context Rewriting for Open Domain Conversation EMNLP 2019
Incorporating Graph Attention Mechanism into Knowledge Graph Reasoning Based on Deep Reinforcement Learning EMNLP 2019
DIVINE: A Generative Adversarial Imitation Learning Framework for Knowledge Graph Reasoning EMNLP 2019
Collaborative Policy Learning for Open Knowledge Graph Reasoning EMNLP 2019
Interactive Language Learning by Question Answering EMNLP 2019