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Applications

40 directly classified papers

Subtopics

Robotics (2069) Game AI (511) Value Iteration (306) Multi-Agent Systems (264)

Papers per year

Papers

Reinforcement Learning with Imbalanced Dataset for Data-to-Text Medical Report Generation EMNLP 2020
Reinforcement-Learning Based Portfolio Management with Augmented Asset Movement Prediction States AAAI 2020
Virtual-Taobao: Virtualizing Real-World Online Retail Environment for Reinforcement Learning AAAI 2019
Hierarchical Reinforcement Learning for Course Recommendation in MOOCs AAAI 2019
Surveys without Questions: A Reinforcement Learning Approach AAAI 2019
A Survey on Reproducibility by Evaluating Deep Reinforcement Learning Algorithms on Real-World Robots CORL 2019
Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation EMNLP 2019
Learner-aware Teaching: Inverse Reinforcement Learning with Preferences and Constraints NIPS 2019
Master-Slave Curriculum Design for Reinforcement Learning IJCAI 2018
RLlib: Abstractions for Distributed Reinforcement Learning ICML 2018
Curiosity Driven Exploration of Learned Disentangled Goal Spaces CORL 2018
Design Principles of the Hippocampal Cognitive Map NIPS 2014
Aggregating Optimistic Planning Trees for Solving Markov Decision Processes NIPS 2013
A Reinforcement Learning Theory for Homeostatic Regulation NIPS 2011
Feature Construction for Inverse Reinforcement Learning NIPS 2010