Applications of Reinforcement Learning in Deregulated Power Market: A Comprehensive Review May 7, 2022 Computational Efficiency Decision Making
— Unverified Deep Reinforcement Learning-Based Adaptive IRS Control with Limited Feedback Codebooks May 7, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified Dynamically writing coupled memories using a reinforcement learning agent, meeting physical bounds May 6, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified How to Spend Your Robot Time: Bridging Kickstarting and Offline Reinforcement Learning for Vision-based Robotic Manipulation May 6, 2022 Offline RL Reinforcement Learning (RL)
— Unverified JUNO: Jump-Start Reinforcement Learning-based Node Selection for UWB Indoor Localization May 6, 2022 Indoor Localization reinforcement-learning
— Unverified Goal-Oriented Next Best Activity Recommendation using Reinforcement Learning May 6, 2022 Activity Prediction reinforcement-learning
— Unverified A Deep Reinforcement Learning-based Sliding Mode Control Design for Partially-known Nonlinear Systems May 6, 2022 Deep Reinforcement Learning Reinforcement Learning (RL)
— Unverified Alternating Good-for-MDP Automata May 6, 2022 Reinforcement Learning (RL) Translation
— Unverified Reinforcement Learning Approach to Estimation in Linear Systems May 6, 2022 reinforcement-learning Reinforcement Learning
— Unverified Rapid Locomotion via Reinforcement Learning May 5, 2022 reinforcement-learning Reinforcement Learning
— Unverified Multi-Agent Deep Reinforcement Learning in Vehicular OCC May 5, 2022 Autonomous Vehicles Deep Reinforcement Learning
— Unverified Pessimism meets VCG: Learning Dynamic Mechanism Design via Offline Reinforcement Learning May 5, 2022 Offline RL reinforcement-learning
— Unverified General sum stochastic games with networked information flows May 5, 2022 Decision Making Management
— Unverified LDSA: Learning Dynamic Subtask Assignment in Cooperative Multi-Agent Reinforcement Learning May 5, 2022 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Generative methods for sampling transition paths in molecular dynamics May 5, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified A Deep Reinforcement Learning Framework for Rapid Diagnosis of Whole Slide Pathological Images May 5, 2022 Deep Reinforcement Learning Knowledge Distillation
— Unverified A Temporal-Pattern Backdoor Attack to Deep Reinforcement Learning May 5, 2022 Backdoor Attack Cloud Computing
— Unverified Exploring the Benefits of Teams in Multiagent Learning May 4, 2022 Reinforcement Learning (RL)
— Unverified State Representation Learning for Goal-Conditioned Reinforcement Learning May 4, 2022 reinforcement-learning Reinforcement Learning
— Unverified Multi-subgoal Robot Navigation in Crowds with History Information and Interactions May 4, 2022 Deep Reinforcement Learning Graph Neural Network
— Unverified Using Deep Reinforcement Learning to solve Optimal Power Flow problem with generator failures May 4, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified Meta-Cognition. An Inverse-Inverse Reinforcement Learning Approach for Cognitive Radars May 3, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified RLFlow: Optimising Neural Network Subgraph Transformation with World Models May 3, 2022 Deep Learning Model-based Reinforcement Learning
Code Code Available Triangular Dropout: Variable Network Width without Retraining May 2, 2022 Reinforcement Learning (RL)
— Unverified Deep-Attack over the Deep Reinforcement Learning May 2, 2022 Adversarial Attack Deep Reinforcement Learning
— Unverified Exploration in Deep Reinforcement Learning: A Survey May 2, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified Integrating Question Rewrites in Conversational Question Answering: A Reinforcement Learning Approach May 1, 2022 Conversational Question Answering Question Answering
— Unverified Learning user-defined sub-goals using memory editing in reinforcement learning May 1, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified [CASPI] Causal-aware Safe Policy Improvement for Task-oriented Dialogue May 1, 2022 Dialogue Management Management
— Unverified Data-driven control of spatiotemporal chaos with reduced-order neural ODE-based models and reinforcement learning May 1, 2022 Deep Reinforcement Learning Dimensionality Reduction
— Unverified Rewarding Semantic Similarity under Optimized Alignments for AMR-to-Text Generation May 1, 2022 AMR-to-Text Generation Reinforcement Learning (RL)
— Unverified Stable Reinforcement Learning for Optimal Frequency Control: A Distributed Averaging-Based Integral Approach May 1, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified Reinforced Cross-modal Alignment for Radiology Report Generation May 1, 2022 cross-modal alignment Decision Making
Code Code Available Processing Network Controls via Deep Reinforcement Learning May 1, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified Markov Abstractions for PAC Reinforcement Learning in Non-Markov Decision Processes Apr 29, 2022 reinforcement-learning Reinforcement Learning
Code Code Available Unsupervised Reinforcement Learning for Transferable Manipulation Skill Discovery Apr 29, 2022 reinforcement-learning Reinforcement Learning
— Unverified Cost Effective MLaaS Federation: A Combinatorial Reinforcement Learning Approach Apr 29, 2022 BIG-bench Machine Learning reinforcement-learning
Code Code Available Actor-Critic Scheduling for Path-Aware Air-to-Ground Multipath Multimedia Delivery Apr 28, 2022 Management Reinforcement Learning (RL)
— Unverified Toward Compositional Generalization in Object-Oriented World Modeling Apr 28, 2022 Decision Making Object
— Unverified RISCLESS: A Reinforcement Learning Strategy to Exploit Unused Cloud Resources Apr 28, 2022 reinforcement-learning Reinforcement Learning
— Unverified Relational Abstractions for Generalized Reinforcement Learning on Symbolic Problems Apr 27, 2022 Object reinforcement-learning
— Unverified Bisimulation Makes Analogies in Goal-Conditioned Reinforcement Learning Apr 27, 2022 reinforcement-learning Reinforcement Learning
— Unverified BATS: Best Action Trajectory Stitching Apr 26, 2022 reinforcement-learning Reinforcement Learning
— Unverified Learning Eco-Driving Strategies at Signalized Intersections Apr 26, 2022 Autonomous Vehicles Reinforcement Learning (RL)
— Unverified An Efficient Dynamic Sampling Policy For Monte Carlo Tree Search Apr 26, 2022 reinforcement-learning Reinforcement Learning
— Unverified Social learning spontaneously emerges by searching optimal heuristics with deep reinforcement learning Apr 26, 2022 Deep Reinforcement Learning reinforcement-learning
Code Code Available Toward Policy Explanations for Multi-Agent Reinforcement Learning Apr 26, 2022 Autonomous Driving Decision Making
Code Code Available Skill-based Meta-Reinforcement Learning Apr 25, 2022 continuous-control Continuous Control
— Unverified Predicting Real-time Scientific Experiments Using Transformer models and Reinforcement Learning Apr 25, 2022 reinforcement-learning Reinforcement Learning (RL)
Code Code Available Task-Induced Representation Learning Apr 25, 2022 Contrastive Learning Decision Making
— Unverified 