Reinforcement Learning

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 Fast Online Trajectory Optimization for the Bipedal Robot Cassie RSS 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 From Credit Assignment to Entropy Regularization: Two New Algorithms for Neural Sequence Prediction ACL 2018 Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents ICML 2018 Generative Temporal Models with Spatial Memory for Partially Observed Environments ICML 2018 Genetic-Gated Networks for Deep Reinforcement Learning NeurIPS 2018 GEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms ICML 2018 Global Convergence of Policy Gradient Methods for the Linear Quadratic Regulator ICML 2018 Global Search with Bernoulli Alternation Kernel for Task-oriented Grasping Informed by Simulation CoRL 2018 Goal-HSVI: Heuristic Search Value Iteration for Goal POMDPs IJCAI 2018 Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning IJCAI 2018 GPU-Accelerated Robotic Simulation for Distributed Reinforcement Learning CoRL 2018 GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning CVPR 2018 Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation NeurIPS 2018 Grasp2Vec: Learning Object Representations from Self-Supervised Grasping CoRL 2018