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Reinforcement Learning

767 directly classified papers

Papers per year

Papers

Q-learning with Language Model for Edit-based Unsupervised Summarization EMNLP 2020
Dynamic Context Selection for Document-level Neural Machine Translation via Reinforcement Learning EMNLP 2020
Learning Adaptive Segmentation Policy for Simultaneous Translation EMNLP 2020
Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games EMNLP 2020
Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning EMNLP 2020
DORB: Dynamically Optimizing Multiple Rewards with Bandits EMNLP 2020
Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning EMNLP 2020
Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning EMNLP 2020
Guided Dialogue Policy Learning without Adversarial Learning in the Loop EMNLP 2020
Lifelong Learning with a Changing Action Set AAAI 2020
Exploratory Combinatorial Optimization with Reinforcement Learning AAAI 2020
Optimal Exploration Algorithm of Multi-Agent Reinforcement Learning Methods (Student Abstract) AAAI 2020
Selecting Portfolios Directly Using Recurrent Reinforcement Learning (Student Abstract) AAAI 2020
Determining the Possibility of Transfer Learning in Deep Reinforcement Learning Using Grad-CAM (Student Abstract) AAAI 2020
Third-Person Imitation Learning via Image Difference and Variational Discriminator Bottleneck (Student Abstract) AAAI 2020
Multi-View Deep Attention Network for Reinforcement Learning (Student Abstract) AAAI 2020
Hierarchical Average Reward Policy Gradient Algorithms (Student Abstract) AAAI 2020
Explainable Agency in Reinforcement Learning Agents AAAI 2020
Tree-Structured Policy Based Progressive Reinforcement Learning for Temporally Language Grounding in Video AAAI 2020
POST: POlicy-Based Switch Tracking AAAI 2020
An Efficient Framework for Dense Video Captioning AAAI 2020
Learning to Follow Directions in Street View AAAI 2020
Deep Reinforcement Learning for Active Human Pose Estimation AAAI 2020
Modular Robot Design Synthesis with Deep Reinforcement Learning AAAI 2020
Learning from Interventions Using Hierarchical Policies for Safe Learning AAAI 2020