Investigation of Factorized Optical Flows as Mid-Level Representations Mar 9, 2022 Deep Reinforcement Learning Optical Flow Estimation
— Unverified Reinforced MOOCs Concept Recommendation in Heterogeneous Information Networks Mar 8, 2022 Graph Attention Graph Neural Network
— Unverified Multi-Agent Broad Reinforcement Learning for Intelligent Traffic Light Control Mar 8, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified Rényi State Entropy for Exploration Acceleration in Reinforcement Learning Mar 8, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified A Complete Characterization of Linear Estimators for Offline Policy Evaluation Mar 8, 2022 Decision Making reinforcement-learning
— Unverified Curriculum-based Reinforcement Learning for Distribution System Critical Load Restoration Mar 8, 2022 Decision Making reinforcement-learning
Code Code Available Designing Heterogeneous GNNs with Desired Permutation Properties for Wireless Resource Allocation Mar 8, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified Distributed Control using Reinforcement Learning with Temporal-Logic-Based Reward Shaping Mar 8, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified Graph-based Reinforcement Learning meets Mixed Integer Programs: An application to 3D robot assembly discovery Mar 8, 2022 global-optimization Motion Planning
— Unverified Policy-Based Bayesian Experimental Design for Non-Differentiable Implicit Models Mar 8, 2022 Deep Reinforcement Learning Experimental Design
— Unverified Robot Learning of Mobile Manipulation with Reachability Behavior Priors Mar 8, 2022 Reinforcement Learning (RL)
— Unverified A Survey on Reinforcement Learning Methods in Character Animation Mar 7, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified Learn to Match with No Regret: Reinforcement Learning in Markov Matching Markets Mar 7, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified Fast and Data Efficient Reinforcement Learning from Pixels via Non-Parametric Value Approximation Mar 7, 2022 Atari Games 100k reinforcement-learning
— Unverified Deep Reinforcement Learning for Entity Alignment Mar 7, 2022 Decision Making Deep Reinforcement Learning
Code Code Available Graph Neural Networks for Image Classification and Reinforcement Learning using Graph representations Mar 7, 2022 image-classification Image Classification
— Unverified Influencing Long-Term Behavior in Multiagent Reinforcement Learning Mar 7, 2022 reinforcement-learning Reinforcement Learning
Code Code Available Efficient Policy Generation in Multi-Agent Systems via Hypergraph Neural Network Mar 7, 2022 Decision Making Deep Reinforcement Learning
— Unverified Knowledge Transfer in Deep Reinforcement Learning for Slice-Aware Mobility Robustness Optimization Mar 7, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified Cascaded Gaps: Towards Gap-Dependent Regret for Risk-Sensitive Reinforcement Learning Mar 7, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified Scalable multi-agent reinforcement learning for distributed control of residential energy flexibility Mar 7, 2022 Multi-agent Reinforcement Learning Q-Learning
— Unverified Reliably Re-Acting to Partner's Actions with the Social Intrinsic Motivation of Transfer Empowerment Mar 7, 2022 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Reinforcement Learning for Location-Aware Scheduling Mar 7, 2022 Deep Reinforcement Learning Management
— Unverified On Credit Assignment in Hierarchical Reinforcement Learning Mar 7, 2022 Hierarchical Reinforcement Learning reinforcement-learning
Code Code Available Black-Box Safety Validation of Autonomous Systems: A Multi-Fidelity Reinforcement Learning Approach Mar 7, 2022 Decision Making Reinforcement Learning (RL)
— Unverified Offline Deep Reinforcement Learning for Dynamic Pricing of Consumer Credit Mar 6, 2022 Deep Reinforcement Learning Q-Learning
— Unverified Watch from sky: machine-learning-based multi-UAV network for predictive police surveillance Mar 6, 2022 BIG-bench Machine Learning reinforcement-learning
— Unverified Recursive Reasoning Graph for Multi-Agent Reinforcement Learning Mar 6, 2022 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Hierarchically Structured Scheduling and Execution of Tasks in a Multi-Agent Environment Mar 6, 2022 Deep Reinforcement Learning Management
— Unverified A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization Mar 6, 2022 Computational Efficiency Document Summarization
Code Code Available Depthwise Convolution for Multi-Agent Communication with Enhanced Mean-Field Approximation Mar 6, 2022 Reinforcement Learning (RL) SMAC
— Unverified Leveraging Reward Gradients For Reinforcement Learning in Differentiable Physics Simulations Mar 6, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified Deep Reinforcement Learning based Model-free On-line Dynamic Multi-Microgrid Formation to Enhance Resilience Mar 6, 2022 Deep Reinforcement Learning Reinforcement Learning (RL)
— Unverified Safe Reinforcement Learning for Legged Locomotion Mar 5, 2022 reinforcement-learning Reinforcement Learning
— Unverified Target Network and Truncation Overcome The Deadly Triad in Q-Learning Mar 5, 2022 Q-Learning reinforcement-learning
— Unverified Reinforcement Learning in Modern Biostatistics: Constructing Optimal Adaptive Interventions Mar 4, 2022 Causal Inference Decision Making
— Unverified Cloud-Edge Training Architecture for Sim-to-Real Deep Reinforcement Learning Mar 4, 2022 Deep Reinforcement Learning Domain Adaptation
— Unverified GraspARL: Dynamic Grasping via Adversarial Reinforcement Learning Mar 4, 2022 Object reinforcement-learning
— Unverified Bilateral Deep Reinforcement Learning Approach for Better-than-human Car Following Model Mar 3, 2022 Autonomous Driving Autonomous Vehicles
— Unverified Intrinsically-Motivated Reinforcement Learning: A Brief Introduction Mar 3, 2022 Autonomous Driving reinforcement-learning
— Unverified Deep Q-network using reservoir computing with multi-layered readout Mar 3, 2022 Reinforcement Learning (RL) Time Series
— Unverified On Practical Reinforcement Learning: Provable Robustness, Scalability, and Statistical Efficiency Mar 3, 2022 Offline RL reinforcement-learning
Code Code Available The Best of Both Worlds: Reinforcement Learning with Logarithmic Regret and Policy Switches Mar 3, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified Testing Stationarity and Change Point Detection in Reinforcement Learning Mar 3, 2022 Change Point Detection reinforcement-learning
Code Code Available Quantum Reinforcement Learning via Policy Iteration Mar 3, 2022 Decision Making reinforcement-learning
— Unverified Optimized cost function for demand response coordination of multiple EV charging stations using reinforcement learning Mar 3, 2022 Reinforcement Learning (RL)
— Unverified Reasoning about Counterfactuals to Improve Human Inverse Reinforcement Learning Mar 3, 2022 counterfactual Counterfactual Reasoning
Code Code Available Reliable validation of Reinforcement Learning Benchmarks Mar 2, 2022 Benchmarking Data Compression
— Unverified Andes_gym: A Versatile Environment for Deep Reinforcement Learning in Power Systems Mar 2, 2022 Deep Reinforcement Learning OpenAI Gym
Code Code Available Integrating Contrastive Learning with Dynamic Models for Reinforcement Learning from Images Mar 2, 2022 Contrastive Learning Data Augmentation
Code Code Available 