Planning

Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing NeurIPS 2018 Meta-Level Control of Anytime Algorithms with Online Performance Prediction IJCAI 2018 Minimax-Regret Querying on Side Effects for Safe Optimality in Factored Markov Decision Processes IJCAI 2018 Monte-Carlo Tree Search for Constrained POMDPs NeurIPS 2018 Multi-Agent Path Finding with Deadlines IJCAI 2018 Multi-modal Predicate Identification using Dynamically Learned Robot Controllers IJCAI 2018 Multi-Sentence Compression with Word Vertex-Labeled Graphs and Integer Linear Programming NAACL 2018 M-Walk: Learning to Walk over Graphs using Monte Carlo Tree Search NeurIPS 2018 Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples ICLR 2018 Neural Modular Control for Embodied Question Answering CoRL 2018 Neural Sketch Learning for Conditional Program Generation ICLR 2018 Novel Structural Parameters for Acyclic Planning Using Tree Embeddings IJCAI 2018 Odin: Microsoft’s Scalable Fault-Tolerant CDN Measurement System NSDI 2018 Online, Interactive User Guidance for High-dimensional, Constrained Motion Planning IJCAI 2018 Online Linear Quadratic Control ICML 2018 Online User Assessment for Minimal Intervention During Task-Based Robotic Assistance RSS 2018 Open Loop Execution of Tree-Search Algorithms IJCAI 2018 Organizing Experience: a Deeper Look at Replay Mechanisms for Sample-Based Planning in Continuous State Domains IJCAI 2018 Path Evaluation and Centralities in Weighted Graphs - An Axiomatic Approach IJCAI 2018 PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making IJCAI 2018 Planning and Learning with Stochastic Action Sets IJCAI 2018 Preference-Based Inconsistency Management in Multi-Context Systems (Extended Abstract) IJCAI 2018 Probabilistically Safe Robot Planning with Confidence-Based Human Predictions RSS 2018 Programmatically Interpretable Reinforcement Learning ICML 2018 Reinforcement Learning for Solving the Vehicle Routing Problem NeurIPS 2018