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← Reinforcement Learning
Reinforcement Learning ›

Methods

6,493 papers (10 classified directly here)

Subtopics

Deep RL (3,886) Policy Learning (2,076) Multi-Agent Systems (1,019) Offline RL (726) Meta-Learning (25) Model-Based RL (12)

Papers per year

2
31
34
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530
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Papers (including subtopics)

Attention-Aware Sampling via Deep Reinforcement Learning for Action Recognition AAAI 2019
No-Reference Image Quality Assessment with Reinforcement Recursive List-Wise Ranking AAAI 2019
Read, Watch, and Move: Reinforcement Learning for Temporally Grounding Natural Language Descriptions in Videos AAAI 2019
Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation AAAI 2019
Meta Learning for Image Captioning AAAI 2019
Expressive Real-Time Intersection Scheduling AAAI 2019
Imitation Learning from Observation AAAI 2019
Verifiable and Interpretable Reinforcement Learning through Program Synthesis AAAI 2019
An Imperfect Algorithm for Coalition Structure Generation AAAI 2019
Reinforcement Learning under Threats AAAI 2019
Dynamic Vehicle Traffic Control Using Deep Reinforcement Learning in Automated Material Handling System AAAI 2019
Learning Options with Interest Functions AAAI 2019
Deep Reinforcement Learning via Past-Success Directed Exploration AAAI 2019
Adaptive Optimization Framework for Control of Multi-Agent Systems AAAI 2019
Logic-Based Sequential Decision-Making AAAI 2019
Strategic Tasks for Explainable Reinforcement Learning AAAI 2019
Learning Representations in Model-Free Hierarchical Reinforcement Learning AAAI 2019
Towards Sequence-to-Sequence Reinforcement Learning for Constraint Solving with Constraint-Based Local Search AAAI 2019
MaMiC: Macro and Micro Curriculum for Robotic Reinforcement Learning AAAI 2019
Geometric Multi-Model Fitting by Deep Reinforcement Learning AAAI 2019
End-to-end Deep Reinforcement Learning Based Coreference Resolution ACL 2019
Historical Text Normalization with Delayed Rewards ACL 2019
Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards ACL 2019
Multi-Task Semantic Dependency Parsing with Policy Gradient for Learning Easy-First Strategies ACL 2019
Look Harder: A Neural Machine Translation Model with Hard Attention ACL 2019