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Reinforcement Learning

2,944 papers

Papers per year

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Papers

Task-Oriented Query Reformulation with Reinforcement Learning EMNLP 2017
Sentence Simplification with Deep Reinforcement Learning EMNLP 2017
Learning how to Active Learn: A Deep Reinforcement Learning Approach EMNLP 2017
Bootstrapping incremental dialogue systems from minimal data: the generalisation power of dialogue grammars EMNLP 2017
Agent-Aware Dropout DQN for Safe and Efficient On-line Dialogue Policy Learning EMNLP 2017
Counterfactual Learning from Bandit Feedback under Deterministic Logging : A Case Study in Statistical Machine Translation EMNLP 2017
Speeding up Reinforcement Learning-based Information Extraction Training using Asynchronous Methods EMNLP 2017
Learning what to read: Focused machine reading EMNLP 2017
ParlAI: A Dialog Research Software Platform EMNLP 2017
Averaged-DQN: Variance Reduction and Stabilization for Deep Reinforcement Learning ICML 2017
Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning ICML 2017
Counterfactual Data-Fusion for Online Reinforcement Learners ICML 2017
Fairness in Reinforcement Learning ICML 2017
Contextual Decision Processes with low Bellman rank are PAC-Learnable ICML 2017
Provably Optimal Algorithms for Generalized Linear Contextual Bandits ICML 2017
Interactive Learning from Policy-Dependent Human Feedback ICML 2017
Neural Episodic Control ICML 2017
Boosted Fitted Q-Iteration ICML 2017
Variational Policy for Guiding Point Processes ICML 2017
Unifying Task Specification in Reinforcement Learning ICML 2017
Optimal Posted-Price Mechanism in Microtask Crowdsourcing IJCAI 2017
Leveraging Human Knowledge in Tabular Reinforcement Learning: A Study of Human Subjects IJCAI 2017
Adaptive Elicitation of Preferences under Uncertainty in Sequential Decision Making Problems IJCAI 2017
Maximizing Awareness about HIV in Social Networks of Homeless Youth with Limited Information IJCAI 2017
Reinforcement mechanism design IJCAI 2017