An Intelligent End-to-End Neural Architecture Search Framework for Electricity Forecasting Model Development Mar 25, 2022 Neural Architecture Search Reinforcement Learning (RL)
— Unverified Dealing with Sparse Rewards Using Graph Neural Networks Mar 25, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified Horizon-Free Reinforcement Learning in Polynomial Time: the Power of Stationary Policies Mar 24, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified Deep reinforcement learning for optimal well control in subsurface systems with uncertain geology Mar 24, 2022 Decision Making Deep Reinforcement Learning
— Unverified Bellman Residual Orthogonalization for Offline Reinforcement Learning Mar 24, 2022 Offline RL Off-policy evaluation
— Unverified MERLIN -- Malware Evasion with Reinforcement LearnINg Mar 24, 2022 Malware Detection reinforcement-learning
— Unverified Remember and Forget Experience Replay for Multi-Agent Reinforcement Learning Mar 24, 2022 continuous-control Continuous Control
— Unverified Advanced Skills through Multiple Adversarial Motion Priors in Reinforcement Learning Mar 23, 2022 Imitation Learning Navigate
— Unverified Asynchronous Reinforcement Learning for Real-Time Control of Physical Robots Mar 23, 2022 reinforcement-learning Reinforcement Learning
Code Code Available An Optical Control Environment for Benchmarking Reinforcement Learning Algorithms Mar 23, 2022 Benchmarking Deep Reinforcement Learning
Code Code Available Possibility Before Utility: Learning And Using Hierarchical Affordances Mar 23, 2022 Hierarchical Reinforcement Learning Navigate
Code Code Available The state-of-the-art review on resource allocation problem using artificial intelligence methods on various computing paradigms Mar 23, 2022 Cloud Computing Deep Reinforcement Learning
— Unverified NovGrid: A Flexible Grid World for Evaluating Agent Response to Novelty Mar 23, 2022 Decision Making reinforcement-learning
— Unverified Scalable Deep Reinforcement Learning Algorithms for Mean Field Games Mar 22, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified Review of Metrics to Measure the Stability, Robustness and Resilience of Reinforcement Learning Mar 22, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified Reinforcement-based frugal learning for satellite image change detection Mar 22, 2022 Active Learning Change Detection
— Unverified X-MEN: Guaranteed XOR-Maximum Entropy Constrained Inverse Reinforcement Learning Mar 22, 2022 reinforcement-learning Reinforcement Learning
— Unverified A Primer on Maximum Causal Entropy Inverse Reinforcement Learning Mar 22, 2022 reinforcement-learning Reinforcement Learning
— Unverified Is Vanilla Policy Gradient Overlooked? Analyzing Deep Reinforcement Learning for Hanabi Mar 22, 2022 Deep Reinforcement Learning reinforcement-learning
Code Code Available Insights From the NeurIPS 2021 NetHack Challenge Mar 22, 2022 NetHack Reinforcement Learning (RL)
Code Code Available FrameHopper: Selective Processing of Video Frames in Detection-driven Real-Time Video Analytics Mar 22, 2022 object-detection Object Detection
— Unverified Explainability in reinforcement learning: perspective and position Mar 22, 2022 Articles Position
— Unverified Linear convergence of a policy gradient method for some finite horizon continuous time control problems Mar 22, 2022 Policy Gradient Methods reinforcement-learning
— Unverified ReCCoVER: Detecting Causal Confusion for Explainable Reinforcement Learning Mar 21, 2022 Deep Reinforcement Learning feature selection
Code Code Available Optimizing Trajectories for Highway Driving with Offline Reinforcement Learning Mar 21, 2022 Autonomous Driving Offline RL
— Unverified Self-Imitation Learning from Demonstrations Mar 21, 2022 Imitation Learning Reinforcement Learning (RL)
— Unverified Long Short-Term Memory for Spatial Encoding in Multi-Agent Path Planning Mar 21, 2022 reinforcement-learning Reinforcement Learning
Code Code Available Multitask Neuroevolution for Reinforcement Learning with Long and Short Episodes Mar 21, 2022 continuous-control Continuous Control
— Unverified Perceiving the World: Question-guided Reinforcement Learning for Text-based Games Mar 20, 2022 Deep Reinforcement Learning reinforcement-learning
Code Code Available Entailment Relation Aware Paraphrase Generation Mar 20, 2022 Natural Language Inference Paraphrase Generation
— Unverified Learning on the Job: Long-Term Behavioural Adaptation in Human-Robot Interactions Mar 20, 2022 Reinforcement Learning (RL)
— Unverified Explicit User Manipulation in Reinforcement Learning Based Recommender Systems Mar 20, 2022 Recommendation Systems reinforcement-learning
— Unverified Hierarchical Reinforcement Learning of Locomotion Policies in Response to Approaching Objects: A Preliminary Study Mar 20, 2022 Deep Reinforcement Learning Hierarchical Reinforcement Learning
— Unverified MicroRacer: a didactic environment for Deep Reinforcement Learning Mar 20, 2022 Car Racing Deep Reinforcement Learning
Code Code Available Reinforcement learning reward function in unmanned aerial vehicle control tasks Mar 20, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified Policy Gradients using Variational Quantum Circuits Mar 20, 2022 Benchmarking Quantum Machine Learning
— Unverified Model-based Multi-agent Reinforcement Learning: Recent Progress and Prospects Mar 20, 2022 Decision Making Multi-agent Reinforcement Learning
— Unverified Quantum Multi-Agent Reinforcement Learning via Variational Quantum Circuit Design Mar 20, 2022 Deep Reinforcement Learning Multi-agent Reinforcement Learning
Code Code Available Reinforcement learning for automatic quadrilateral mesh generation: a soft actor-critic approach Mar 19, 2022 reinforcement-learning Reinforcement Learning
Code Code Available Teachable Reinforcement Learning via Advice Distillation Mar 19, 2022 Decision Making Imitation Learning
Code Code Available Thompson Sampling on Asymmetric α-Stable Bandits Mar 19, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified Risk-Sensitive Bayesian Games for Multi-Agent Reinforcement Learning under Policy Uncertainty Mar 18, 2022 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Privacy-Preserving Reinforcement Learning Beyond Expectation Mar 18, 2022 Decision Making Privacy Preserving
— Unverified Deep reinforcement learning guided graph neural networks for brain network analysis Mar 18, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified Infinite-Horizon Reach-Avoid Zero-Sum Games via Deep Reinforcement Learning Mar 18, 2022 Deep Reinforcement Learning Q-Learning
— Unverified SURF: Semi-supervised Reward Learning with Data Augmentation for Feedback-efficient Preference-based Reinforcement Learning Mar 18, 2022 Data Augmentation Reinforcement Learning (RL)
— Unverified Meta-Reinforcement Learning for the Tuning of PI Controllers: An Offline Approach Mar 17, 2022 Meta-Learning Meta Reinforcement Learning
— Unverified Strategic Maneuver and Disruption with Reinforcement Learning Approaches for Multi-Agent Coordination Mar 17, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified GAC: A Deep Reinforcement Learning Model Toward User Incentivization in Unknown Social Networks Mar 17, 2022 Deep Reinforcement Learning reinforcement-learning
Code Code Available The Frost Hollow Experiments: Pavlovian Signalling as a Path to Coordination and Communication Between Agents Mar 17, 2022 Decision Making reinforcement-learning
— Unverified 