Reinforcement Learning

Evolutionary Reinforcement Learning for Sample-Efficient Multiagent Coordination ICML 2020 Explainable Reinforcement Learning through a Causal Lens AAAI 2020 Exploration Based Language Learning for Text-Based Games IJCAI 2020 Exploratory Combinatorial Optimization with Reinforcement Learning AAAI 2020 Exploring Data Aggregation in Policy Learning for Vision-Based Urban Autonomous Driving CVPR 2020 Exploring Parameter Space with Structured Noise for Meta-Reinforcement Learning IJCAI 2020 Fair Contextual Multi-Armed Bandits: Theory and Experiments UAI 2020 Fast Template Matching and Update for Video Object Tracking and Segmentation CVPR 2020 Fatigue-Aware Bandits for Dependent Click Models AAAI 2020 Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning EMNLP 2020 Finding Needles in a Moving Haystack: Prioritizing Alerts with Adversarial Reinforcement Learning AAAI 2020 Finite-sample Analysis of Greedy-GQ with Linear Function Approximation under Markovian Noise UAI 2020 Finite-Time Analysis of Asynchronous Stochastic Approximation and Q-Learning COLT 2020 Finite Time Analysis of Linear Two-timescale Stochastic Approximation with Markovian Noise COLT 2020 Fitting a Linear Control Policy to Demonstrations with a Kalman Constraint L4DC 2020 Fixed-Horizon Temporal Difference Methods for Stable Reinforcement Learning AAAI 2020 Frequentist Regret Bounds for Randomized Least-Squares Value Iteration AISTATS 2020 From Importance Sampling to Doubly Robust Policy Gradient ICML 2020 Gamma-Nets: Generalizing Value Estimation over Timescale AAAI 2020 Generalizable Resource Allocation in Stream Processing via Deep Reinforcement Learning AAAI 2020 Generalization to New Actions in Reinforcement Learning ICML 2020 Generalized Mean Estimation in Monte-Carlo Tree Search IJCAI 2020 Generalized Tsallis Entropy Reinforcement Learning and Its Application to Soft Mobile Robots RSS 2020 Generating Persona Consistent Dialogues by Exploiting Natural Language Inference AAAI 2020 Generative Adversarial Regularized Mutual Information Policy Gradient Framework for Automatic Diagnosis AAAI 2020