Reinforcement Learning

Autonomous Adaptive Modification of Unstructured Environments RSS 2018 Autonomously Reusing Knowledge in Multiagent Reinforcement Learning IJCAI 2018 Autonomous Sub-domain Modeling for Dialogue Policy with Hierarchical Deep Reinforcement Learning EMNLP 2018 Autonomous Thermalling as a Partially Observable Markov Decision Process RSS 2018 A Variable Stiffness Gripper with Antagonistic Magnetic Springs for Enhancing Manipulation RSS 2018 A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning IJCAI 2018 Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari IJCAI 2018 Balanced Policy Evaluation and Learning NeurIPS 2018 Balancing Two-Player Stochastic Games with Soft Q-Learning IJCAI 2018 BanditSum: Extractive Summarization as a Contextual Bandit EMNLP 2018 Bayesian Control of Large MDPs with Unknown Dynamics in Data-Poor Environments NeurIPS 2018 Benchmarking Reinforcement Learning Algorithms on Real-World Robots CoRL 2018 Benchmarks for reinforcement learning in mixed-autonomy traffic CoRL 2018 Best arm identification in multi-armed bandits with delayed feedback AISTATS 2018 Beyond the One-Step Greedy Approach in Reinforcement Learning ICML 2018 Bidding in Periodic Double Auctions Using Heuristics and Dynamic Monte Carlo Tree Search IJCAI 2018 BlockDrop: Dynamic Inference Paths in Residual Networks CVPR 2018 Boosting the Actor with Dual Critic ICLR 2018 Bootstrapping a Neural Conversational Agent with Dialogue Self-Play, Crowdsourcing and On-Line Reinforcement Learning NAACL 2018 Breaking the Curse of Horizon: Infinite-Horizon Off-Policy Estimation NeurIPS 2018 Can Deep Reinforcement Learning Solve Erdos-Selfridge-Spencer Games? ICML 2018 CCNet: Cluster-Coordinated Net for Learning Multi-agent Communication Protocols with Reinforcement Learning ACML 2018 Clipped Action Policy Gradient ICML 2018 Closing the Loop for Robotic Grasping: A Real-time, Generative Grasp Synthesis Approach RSS 2018 Competitive Multi-agent Inverse Reinforcement Learning with Sub-optimal Demonstrations ICML 2018