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Reinforcement Learning

2932 directly classified papers

Papers per year

Papers

Optimizing Long-term Predictions for Model-based Policy Search CORL 2017
From the Lab to the Desert: Fast Prototyping and Learning of Robot Locomotion RSS 2017
Interactive Learning from Policy-Dependent Human Feedback ICML 2017
Learning Robot Objectives from Physical Human Interaction CORL 2017
Preparing for the Unknown: Learning a Universal Policy with Online System Identification RSS 2017
Intention-Aware Motion Planning Using Learning Based Human Motion Prediction RSS 2017
Joint Optimization of Robot Design and Motion Parameters using the Implicit Function Theorem RSS 2017
Fairness in Reinforcement Learning ICML 2017
Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning ICML 2017
Contextual Decision Processes with low Bellman rank are PAC-Learnable ICML 2017
Learning how to Active Learn: A Deep Reinforcement Learning Approach EMNLP 2017
Counterfactual Learning from Bandit Feedback under Deterministic Logging : A Case Study in Statistical Machine Translation EMNLP 2017
Towards Robust Skill Generalization: Unifying Learning from Demonstration and Motion Planning CORL 2017
Task-Oriented Query Reformulation with Reinforcement Learning EMNLP 2017
DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning EMNLP 2017
Learning Models for Shared Control of Human-Machine Systems with Unknown Dynamics RSS 2017
Risk-sensitive Inverse Reinforcement Learning via Coherent Risk Models RSS 2017
Value-Aware Loss Function for Model-based Reinforcement Learning AISTATS 2017
Grammatical Error Correction with Neural Reinforcement Learning IJCNLP 2017
Tackling Error Propagation through Reinforcement Learning: A Case of Greedy Dependency Parsing EACL 2017
Thompson Sampling for Linear-Quadratic Control Problems AISTATS 2017
Exploration-Exploitation in MDPs with Options AISTATS 2017
Learning Cost-Effective and Interpretable Treatment Regimes AISTATS 2017
Planning for Autonomous Cars that Leverage Effects on Human Actions RSS 2016
Combined Optimization and Reinforcement Learning for Manipulation Skills RSS 2016