Interpretable Stochastic Model Predictive Control using Distributional Reinforced Estimation for Quadrotor Tracking Systems May 14, 2022 Distributional Reinforcement Learning Model Predictive Control
— Unverified Cliff Diving: Exploring Reward Surfaces in Reinforcement Learning Environments May 14, 2022 reinforcement-learning Reinforcement Learning
— Unverified Unified Distributed Environment May 14, 2022 OpenAI Gym reinforcement-learning
Code Code Available Efficient Off-Policy Reinforcement Learning via Brain-Inspired Computing May 14, 2022 Decision Making Q-Learning
— Unverified Deep Reinforcement Learning in mmW-NOMA: Joint Power Allocation and Hybrid Beamforming May 13, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified Deep Reinforcement Learning for Computational Fluid Dynamics on HPC Systems May 13, 2022 Deep Reinforcement Learning reinforcement-learning
Code Code Available Distributed Transmission Control for Wireless Networks using Multi-Agent Reinforcement Learning May 13, 2022 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Joint Power Allocation and Beamformer for mmW-NOMA Downlink Systems by Deep Reinforcement Learning May 13, 2022 Deep Reinforcement Learning Reinforcement Learning (RL)
— Unverified Emergent Bartering Behaviour in Multi-Agent Reinforcement Learning May 13, 2022 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Towards Understanding the Link Between Modularity and Performance in Neural Networks for Reinforcement Learning May 13, 2022 Diversity reinforcement-learning
Code Code Available Upside-Down Reinforcement Learning Can Diverge in Stochastic Environments With Episodic Resets May 13, 2022 reinforcement-learning Reinforcement Learning (RL)
Code Code Available Provably Safe Reinforcement Learning: Conceptual Analysis, Survey, and Benchmarking May 13, 2022 Benchmarking reinforcement-learning
— Unverified Feature and Instance Joint Selection: A Reinforcement Learning Perspective May 12, 2022 Efficient Exploration feature selection
— Unverified Provably Safe Deep Reinforcement Learning for Robotic Manipulation in Human Environments May 12, 2022 Deep Reinforcement Learning Motion Planning
— Unverified Contingency-constrained economic dispatch with safe reinforcement learning May 12, 2022 Computational Efficiency reinforcement-learning
— Unverified Economical Precise Manipulation and Auto Eye-Hand Coordination with Binocular Visual Reinforcement Learning May 12, 2022 Camera Calibration reinforcement-learning
— Unverified Accounting for the Sequential Nature of States to Learn Features for Reinforcement Learning May 12, 2022 Form Metric Learning
— Unverified Controlling chaotic itinerancy in laser dynamics for reinforcement learning May 12, 2022 BIG-bench Machine Learning reinforcement-learning
— Unverified Bridging Model-based Safety and Model-free Reinforcement Learning through System Identification of Low Dimensional Linear Models May 11, 2022 Autonomous Navigation model
— Unverified Delayed Reinforcement Learning by Imitation May 11, 2022 Imitation Learning reinforcement-learning
— Unverified Intelligent Reflecting Surface Configurations for Smart Radio Using Deep Reinforcement Learning May 11, 2022 Deep Reinforcement Learning reinforcement-learning
Code Code Available Efficient Distributed Framework for Collaborative Multi-Agent Reinforcement Learning May 11, 2022 Diversity Multi-agent Reinforcement Learning
— Unverified Final Iteration Convergence Bound of Q-Learning: Switching System Approach May 11, 2022 Q-Learning reinforcement-learning
— Unverified A State-Distribution Matching Approach to Non-Episodic Reinforcement Learning May 11, 2022 continuous-control Continuous Control
Code Code Available Learning to Guide Multiple Heterogeneous Actors from a Single Human Demonstration via Automatic Curriculum Learning in StarCraft II May 11, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified Characterizing the Action-Generalization Gap in Deep Q-Learning May 11, 2022 Q-Learning Reinforcement Learning (RL)
— Unverified Developing cooperative policies for multi-stage reinforcement learning tasks May 11, 2022 Hierarchical Reinforcement Learning reinforcement-learning
— Unverified VesNet-RL: Simulation-based Reinforcement Learning for Real-World US Probe Navigation May 10, 2022 Diagnostic Navigate
Code Code Available State Encoders in Reinforcement Learning for Recommendation: A Reproducibility Study May 10, 2022 reinforcement-learning Reinforcement Learning (RL)
Code Code Available On the Verge of Solving Rocket League using Deep Reinforcement Learning and Sim-to-sim Transfer May 10, 2022 Deep Reinforcement Learning Reinforcement Learning (RL)
— Unverified Hybrid Reinforcement Learning for STAR-RISs: A Coupled Phase-Shift Model Based Beamformer May 10, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified Efficient Risk-Averse Reinforcement Learning May 10, 2022 Autonomous Driving reinforcement-learning
Code Code Available Gamma and Vega Hedging Using Deep Distributional Reinforcement Learning May 10, 2022 Distributional Reinforcement Learning Position
Code Code Available Accelerated Reinforcement Learning for Temporal Logic Control Objectives May 9, 2022 Model-based Reinforcement Learning reinforcement-learning
— Unverified DxFormer: A Decoupled Automatic Diagnostic System Based on Decoder-Encoder Transformer with Dense Symptom Representations May 8, 2022 Decoder Diagnostic
Code Code Available Learning to Brachiate via Simplified Model Imitation May 8, 2022 Humanoid Control model
Code Code Available Introduction to Soar May 8, 2022 Chunking Decision Making
— Unverified Simultaneous Double Q-learning with Conservative Advantage Learning for Actor-Critic Methods May 8, 2022 continuous-control Continuous Control
Code Code Available 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 Search-Based Testing of Reinforcement Learning May 7, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified JUNO: Jump-Start Reinforcement Learning-based Node Selection for UWB Indoor Localization May 6, 2022 Indoor Localization reinforcement-learning
— Unverified Dynamically writing coupled memories using a reinforcement learning agent, meeting physical bounds May 6, 2022 reinforcement-learning Reinforcement Learning (RL)
— 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 Reinforcement Learning Approach to Estimation in Linear Systems May 6, 2022 reinforcement-learning Reinforcement Learning
— Unverified Goal-Oriented Next Best Activity Recommendation using Reinforcement Learning May 6, 2022 Activity Prediction reinforcement-learning
— Unverified Alternating Good-for-MDP Automata May 6, 2022 Reinforcement Learning (RL) Translation
— 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 Generative methods for sampling transition paths in molecular dynamics May 5, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified LDSA: Learning Dynamic Subtask Assignment in Cooperative Multi-Agent Reinforcement Learning May 5, 2022 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified 