Reinforcement Learning

Making History Matter: History-Advantage Sequence Training for Visual Dialog ICCV 2019 MAME : Model-Agnostic Meta-Exploration CoRL 2019 MaMiC: Macro and Micro Curriculum for Robotic Reinforcement Learning AAAI 2019 Mapping State Space using Landmarks for Universal Goal Reaching NeurIPS 2019 Marginal Policy Gradients: A Unified Family of Estimators for Bounded Action Spaces with Applications ICLR 2019 MAT: Multi-Fingered Adaptive Tactile Grasping via Deep Reinforcement Learning CoRL 2019 MAVEN: Multi-Agent Variational Exploration NeurIPS 2019 Maximum Entropy Monte-Carlo Planning NeurIPS 2019 Maximum Entropy-Regularized Multi-Goal Reinforcement Learning ICML 2019 Maximum Expected Hitting Cost of a Markov Decision Process and Informativeness of Rewards NeurIPS 2019 MCP: Learning Composable Hierarchical Control with Multiplicative Compositional Policies NeurIPS 2019 Measurement Maximizing Adaptive Sampling with Risk Bounding Functions AAAI 2019 Measuring Structural Similarities in Finite MDPs IJCAI 2019 Message-Dropout: An Efficient Training Method for Multi-Agent Deep Reinforcement Learning AAAI 2019 Meta-Inverse Reinforcement Learning with Probabilistic Context Variables NeurIPS 2019 Meta-Learning Convolutional Neural Architectures for Multi-Target Concrete Defect Classification With the COncrete DEfect BRidge IMage Dataset CVPR 2019 Meta Learning for Image Captioning AAAI 2019 Meta Reinforcement Learning with Task Embedding and Shared Policy IJCAI 2019 Metatrace Actor-Critic: Online Step-Size Tuning by Meta-gradient Descent for Reinforcement Learning Control IJCAI 2019 Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning CoRL 2019 Microsoft Icecaps: An Open-Source Toolkit for Conversation Modeling ACL 2019 MineRL: A Large-Scale Dataset of Minecraft Demonstrations IJCAI 2019 Mirroring without Overimitation: Learning Functionally Equivalent Manipulation Actions AAAI 2019 Model-Based Active Exploration ICML 2019 Model-based Behavioral Cloning with Future Image Similarity Learning CoRL 2019