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Reinforcement Learning

2932 directly classified papers

Papers per year

Papers

Impression Allocation for Combating Fraud in E-commerce Via Deep Reinforcement Learning with Action Norm Penalty IJCAI 2018
PLASTIC: Prioritize Long and Short-term Information in Top-n Recommendation using Adversarial Training IJCAI 2018
Deep Reinforcement Learning in Ice Hockey for Context-Aware Player Evaluation IJCAI 2018
A Unified Approach for Multi-step Temporal-Difference Learning with Eligibility Traces in Reinforcement Learning IJCAI 2018
Algorithms or Actions? A Study in Large-Scale Reinforcement Learning IJCAI 2018
Exploration by Distributional Reinforcement Learning IJCAI 2018
Multinomial Logit Bandit with Linear Utility Functions IJCAI 2018
On Q-learning Convergence for Non-Markov Decision Processes IJCAI 2018
Episodic Memory Deep Q-Networks IJCAI 2018
Open Loop Execution of Tree-Search Algorithms IJCAI 2018
Master-Slave Curriculum Design for Reinforcement Learning IJCAI 2018
Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari IJCAI 2018
Multi-Level Policy and Reward Reinforcement Learning for Image Captioning IJCAI 2018
StackDRL: Stacked Deep Reinforcement Learning for Fine-grained Visual Categorization IJCAI 2018
Recurrent Deep Multiagent Q-Learning for Autonomous Brokers in Smart Grid IJCAI 2018
Object Ordering with Bidirectional Matchings for Visual Reasoning NAACL 2018
Reward Maximization Under Uncertainty: Leveraging Side-Observations on Networks JMLR 2018
Expanding Motor Skills using Relay Networks CORL 2018
Efficient Hierarchical Robot Motion Planning Under Uncertainty and Hybrid Dynamics CORL 2018
SURREAL: Open-Source Reinforcement Learning Framework and Robot Manipulation Benchmark CORL 2018
Improving Reinforcement Learning Based Image Captioning with Natural Language Prior EMNLP 2018
Automatic Essay Scoring Incorporating Rating Schema via Reinforcement Learning EMNLP 2018
Learning a Policy for Opportunistic Active Learning EMNLP 2018
Subgoal Discovery for Hierarchical Dialogue Policy Learning EMNLP 2018
Decoupling Strategy and Generation in Negotiation Dialogues EMNLP 2018