Methods

Emergency Response Optimization using Online Hybrid Planning IJCAI 2018 Emergent Communication through Negotiation ICLR 2018 Emergent Complexity via Multi-Agent Competition ICLR 2018 End-to-End Reinforcement Learning for Automatic Taxonomy Induction ACL 2018 Energy-Based Hindsight Experience Prioritization CoRL 2018 Ensemble Sequence Level Training for Multimodal MT: OSU-Baidu WMT18 Multimodal Machine Translation System Report EMNLP 2018 Environment Upgrade Reinforcement Learning for Non-Differentiable Multi-Stage Pipelines CVPR 2018 Episodic Memory Deep Q-Networks IJCAI 2018 Evolution-Guided Policy Gradient in Reinforcement Learning NeurIPS 2018 Evolved Policy Gradients NeurIPS 2018 Expectation Optimization with Probabilistic Guarantees in POMDPs with Discounted-Sum Objectives IJCAI 2018 Experience Selection in Deep Reinforcement Learning for Control JMLR 2018 Exploration by Distributional Reinforcement Learning IJCAI 2018 Exponentially Weighted Imitation Learning for Batched Historical Data NeurIPS 2018 Extracting Action Sequences from Texts Based on Deep Reinforcement Learning IJCAI 2018 Fast Bellman Updates for Robust MDPs ICML 2018 Fast deep reinforcement learning using online adjustments from the past NeurIPS 2018 Fast Model Identification via Physics Engines for Data-Efficient Policy Search IJCAI 2018 Feedback-Based Tree Search for Reinforcement Learning ICML 2018 Feudal Reinforcement Learning for Dialogue Management in Large Domains NAACL 2018 FFNet: Video Fast-Forwarding via Reinforcement Learning CVPR 2018 Fighting Boredom in Recommender Systems with Linear Reinforcement Learning NeurIPS 2018 Finite Sample Analysis of LSTD with Random Projections and Eligibility Traces IJCAI 2018 Focused Hierarchical RNNs for Conditional Sequence Processing ICML 2018 Fourier Policy Gradients ICML 2018