Reinforcement Learning

Deep Reinforcement Learning in Ice Hockey for Context-Aware Player Evaluation IJCAI 2018 Deep Reinforcement Learning of Marked Temporal Point Processes NeurIPS 2018 Deep Reinforcement Learning of Region Proposal Networks for Object Detection CVPR 2018 Differentiable MPC for End-to-end Planning and Control NeurIPS 2018 Discourse-Aware Neural Rewards for Coherent Text Generation NAACL 2018 Distributed Multitask Reinforcement Learning with Quadratic Convergence NeurIPS 2018 Dual Policy Iteration NeurIPS 2018 Dynamic Resource Routing using Real-Time Dynamic Programming IJCAI 2018 Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement Learning ICML 2018 Efficient Hierarchical Robot Motion Planning Under Uncertainty and Hybrid Dynamics CoRL 2018 Efficient Model-Based Deep Reinforcement Learning with Variational State Tabulation ICML 2018 Egocentric Activity Recognition on a Budget CVPR 2018 Emergency Response Optimization using Online Hybrid Planning IJCAI 2018 Ensemble Sequence Level Training for Multimodal MT: OSU-Baidu WMT18 Multimodal Machine Translation System Report EMNLP 2018 Episodic Memory Deep Q-Networks IJCAI 2018 Expanding Motor Skills using Relay Networks CoRL 2018 Expectation Optimization with Probabilistic Guarantees in POMDPs with Discounted-Sum Objectives IJCAI 2018 Exploration by Distributional Reinforcement Learning IJCAI 2018 Exploration in Structured Reinforcement Learning NeurIPS 2018 Fast Model Identification via Physics Engines for Data-Efficient Policy Search IJCAI 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 Geometrically Coupled Monte Carlo Sampling NeurIPS 2018 GEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms ICML 2018