Arbitrage of Energy Storage in Electricity Markets with Deep Reinforcement Learning Apr 28, 2019 Deep Reinforcement Learning reinforcement-learning
— Unverified RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for Real-Time Point Cloud Shape Completion Apr 28, 2019 Generative Adversarial Network Reinforcement Learning
Code Code Available Self Training Autonomous Driving Agent Apr 26, 2019 Autonomous Driving reinforcement-learning
— Unverified Safe Reinforcement Learning with Scene Decomposition for Navigating Complex Urban Environments Apr 25, 2019 Decision Making Navigate
Code Code Available Ray Interference: a Source of Plateaus in Deep Reinforcement Learning Apr 25, 2019 Deep Reinforcement Learning reinforcement-learning
— Unverified Deep Reinforcement Learning for Optimal Critical Care Pain Management with Morphine using Dueling Double-Deep Q Networks Apr 25, 2019 Decision Making Deep Reinforcement Learning
— Unverified Continuous-Time Mean-Variance Portfolio Selection: A Reinforcement Learning Framework Apr 25, 2019 Continuous Control Portfolio Optimization
Code Code Available Cognitive Radar Using Reinforcement Learning in Automotive Applications Apr 24, 2019 reinforcement-learning Reinforcement Learning
— Unverified Grounding Natural Language Commands to StarCraft II Game States for Narration-Guided Reinforcement Learning Apr 24, 2019 Deep Reinforcement Learning Reinforcement Learning
— Unverified How You Act Tells a Lot: Privacy-Leakage Attack on Deep Reinforcement Learning Apr 24, 2019 Autonomous Driving continuous-control
— Unverified Evolving Neural Networks in Reinforcement Learning by means of UMDAc Apr 24, 2019 OpenAI Gym reinforcement-learning
— Unverified Autonomous Voltage Control for Grid Operation Using Deep Reinforcement Learning Apr 24, 2019 AI Agent Deep Reinforcement Learning
— Unverified Stochastic Lipschitz Q-Learning Apr 24, 2019 Q-Learning Reinforcement Learning
— Unverified Neural Logic Reinforcement Learning Apr 24, 2019 Deep Reinforcement Learning Inductive logic programming
Code Code Available Baconian: A Unified Open-source Framework for Model-Based Reinforcement Learning Apr 23, 2019 Autonomous Driving Model-based Reinforcement Learning
Code Code Available Driving Decision and Control for Autonomous Lane Change based on Deep Reinforcement Learning Apr 23, 2019 Autonomous Driving Decision Making
— Unverified GraphNAS: Graph Neural Architecture Search with Reinforcement Learning Apr 22, 2019 General Classification Inductive Learning
Code Code Available The MineRL 2019 Competition on Sample Efficient Reinforcement Learning using Human Priors Apr 22, 2019 Decision Making Deep Reinforcement Learning
Code Code Available Generative Exploration and Exploitation Apr 21, 2019 Reinforcement Learning Reinforcement Learning (RL)
— Unverified Skynet: A Top Deep RL Agent in the Inaugural Pommerman Team Competition Apr 20, 2019 Deep Reinforcement Learning Reinforcement Learning
Code Code Available Compression and Localization in Reinforcement Learning for ATARI Games Apr 20, 2019 Atari Games Model Compression
— Unverified Model-free Deep Reinforcement Learning for Urban Autonomous Driving Apr 20, 2019 Autonomous Driving Decision Making
Code Code Available Teaching on a Budget in Multi-Agent Deep Reinforcement Learning Apr 19, 2019 Deep Reinforcement Learning Multi-agent Reinforcement Learning
— Unverified Emergence of Compositional Language with Deep Generational Transmission Apr 19, 2019 Deep Reinforcement Learning Reinforcement Learning
Code Code Available When is a Prediction Knowledge? Apr 18, 2019 Decision Making Prediction
— Unverified Making Meaning: Semiotics Within Predictive Knowledge Architectures Apr 18, 2019 reinforcement-learning Reinforcement Learning
— Unverified Decoding Molecular Graph Embeddings with Reinforcement Learning Apr 18, 2019 Graph Matching reinforcement-learning
— Unverified Improving Interactive Reinforcement Agent Planning with Human Demonstration Apr 18, 2019 reinforcement-learning Reinforcement Learning
— Unverified Bayesian policy selection using active inference Apr 17, 2019 Reinforcement Learning Reinforcement Learning (RL)
— Unverified A Game Theoretical Framework for the Evaluation of Unmanned Aircraft Systems Airspace Integration Concepts Apr 17, 2019 Decision Making reinforcement-learning
— Unverified A Survey on Traffic Signal Control Methods Apr 17, 2019 reinforcement-learning Reinforcement Learning
— Unverified Reinforcement Learning Based Emotional Editing Constraint Conversation Generation Apr 17, 2019 Multi-Task Learning reinforcement-learning
— Unverified Posterior-regularized REINFORCE for Instance Selection in Distant Supervision Apr 17, 2019 Reinforcement Learning Reinforcement Learning (RL)
Code Code Available Towards Robust Deep Reinforcement Learning for Traffic Signal Control: Demand Surges, Incidents and Sensor Failures Apr 17, 2019 Deep Reinforcement Learning Reinforcement Learning
Code Code Available Rogue-Gym: A New Challenge for Generalization in Reinforcement Learning Apr 17, 2019 reinforcement-learning Reinforcement Learning
Code Code Available Reinforcement Learning for Nested Polar Code Construction Apr 16, 2019 reinforcement-learning Reinforcement Learning
— Unverified Simion Zoo: A Workbench for Distributed Experimentation with Reinforcement Learning for Continuous Control Tasks Apr 16, 2019 continuous-control Continuous Control
— Unverified End-to-End Robotic Reinforcement Learning without Reward Engineering Apr 16, 2019 reinforcement-learning Reinforcement Learning
Code Code Available Learning 3D Navigation Protocols on Touch Interfaces with Cooperative Multi-Agent Reinforcement Learning Apr 16, 2019 Multi-agent Reinforcement Learning Navigate
— Unverified Improving interactive reinforcement learning: What makes a good teacher? Apr 15, 2019 reinforcement-learning Reinforcement Learning
— Unverified Disentangling Options with Hellinger Distance Regularizer Apr 15, 2019 reinforcement-learning Reinforcement Learning
— Unverified Curious iLQR: Resolving Uncertainty in Model-based RL Apr 15, 2019 model Model-based Reinforcement Learning
— Unverified A Hitchhiker's Guide to Statistical Comparisons of Reinforcement Learning Algorithms Apr 15, 2019 reinforcement-learning Reinforcement Learning
Code Code Available Multi-Objective Autonomous Braking System using Naturalistic Dataset Apr 15, 2019 Deep Reinforcement Learning reinforcement-learning
— Unverified Reinforcement Learning with Probabilistic Guarantees for Autonomous Driving Apr 15, 2019 Autonomous Driving reinforcement-learning
— Unverified Dot-to-Dot: Explainable Hierarchical Reinforcement Learning for Robotic Manipulation Apr 14, 2019 Decision Making Deep Reinforcement Learning
— Unverified A Short Survey On Memory Based Reinforcement Learning Apr 14, 2019 Decision Making reinforcement-learning
— Unverified Extrapolating Beyond Suboptimal Demonstrations via Inverse Reinforcement Learning from Observations Apr 12, 2019 Deep Reinforcement Learning Imitation Learning
Code Code Available Effective Scheduling Function Design in SDN through Deep Reinforcement Learning Apr 12, 2019 Deep Reinforcement Learning reinforcement-learning
— Unverified Let's Play Again: Variability of Deep Reinforcement Learning Agents in Atari Environments Apr 12, 2019 Atari Games Deep Reinforcement Learning
Code Code Available 