NARS vs. Reinforcement learning: ONA vs. Q-Learning Dec 23, 2022 Q-Learning reinforcement-learning
Code Code Available Investigation of reinforcement learning for shape optimization of profile extrusion dies Dec 23, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified A Learned Simulation Environment to Model Student Engagement and Retention in Automated Online Courses Dec 22, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning Dec 22, 2022 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Decoding surface codes with deep reinforcement learning and probabilistic policy reuse Dec 22, 2022 Deep Reinforcement Learning Q-Learning
— Unverified Reinforcement Learning Based Approaches to Adaptive Context Caching in Distributed Context Management Systems Dec 22, 2022 Management reinforcement-learning
— Unverified Robust Path Selection in Software-defined WANs using Deep Reinforcement Learning Dec 21, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified On Reinforcement Learning for the Game of 2048 Dec 21, 2022 Deep Reinforcement Learning Ensemble Learning
Code Code Available Neighboring state-based RL Exploration Dec 21, 2022 Decision Making reinforcement-learning
— Unverified Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization Dec 21, 2022 Abstractive Text Summarization reinforcement-learning
Code Code Available Critic-Guided Decoding for Controlled Text Generation Dec 21, 2022 Language Modeling Language Modelling
Code Code Available Imitation Is Not Enough: Robustifying Imitation with Reinforcement Learning for Challenging Driving Scenarios Dec 21, 2022 Autonomous Driving Imitation Learning
— Unverified Hyperparameters in Contextual RL are Highly Situational Dec 21, 2022 Hyperparameter Optimization reinforcement-learning
Code Code Available A Memetic Algorithm with Reinforcement Learning for Sociotechnical Production Scheduling Dec 21, 2022 Deep Reinforcement Learning Job Shop Scheduling
— Unverified Lifelong Reinforcement Learning with Modulating Masks Dec 21, 2022 Lifelong learning reinforcement-learning
Code Code Available Control of Continuous Quantum Systems with Many Degrees of Freedom based on Convergent Reinforcement Learning Dec 21, 2022 Deep Reinforcement Learning Q-Learning
Code Code Available Adapting the Exploration Rate for Value-of-Information-Based Reinforcement Learning Dec 20, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified Variational Quantum Soft Actor-Critic for Robotic Arm Control Dec 20, 2022 continuous-control Continuous Control
— Unverified I Cast Detect Thoughts: Learning to Converse and Guide with Intents and Theory-of-Mind in Dungeons and Dragons Dec 20, 2022 Reinforcement Learning (RL) Text Generation
— Unverified AdverSAR: Adversarial Search and Rescue via Multi-Agent Reinforcement Learning Dec 20, 2022 Meta-Learning Multi-agent Reinforcement Learning
— Unverified Bandit approach to conflict-free multi-agent Q-learning in view of photonic implementation Dec 20, 2022 Decision Making Multi-agent Reinforcement Learning
— Unverified Inverse Reinforcement Learning for Text Summarization Dec 19, 2022 Abstractive Text Summarization reinforcement-learning
— Unverified Dexterous Manipulation from Images: Autonomous Real-World RL via Substep Guidance Dec 19, 2022 reinforcement-learning Reinforcement Learning
— Unverified Taming Lagrangian Chaos with Multi-Objective Reinforcement Learning Dec 19, 2022 Multi-Objective Reinforcement Learning Q-Learning
— Unverified Quantum policy gradient algorithms Dec 19, 2022 reinforcement-learning Reinforcement Learning
— Unverified Near-optimal Policy Identification in Active Reinforcement Learning Dec 19, 2022 Bayesian Optimization reinforcement-learning
— Unverified Neural Coreference Resolution based on Reinforcement Learning Dec 18, 2022 All Clustering
— Unverified Risk-Sensitive Reinforcement Learning with Exponential Criteria Dec 18, 2022 reinforcement-learning Reinforcement Learning
— Unverified Managing Temporal Resolution in Continuous Value Estimation: A Fundamental Trade-off Dec 17, 2022 continuous-control Continuous Control
— Unverified Pre-Trained Image Encoder for Generalizable Visual Reinforcement Learning Dec 17, 2022 reinforcement-learning Reinforcement Learning
— Unverified Comparison of Model-Free and Model-Based Learning-Informed Planning for PointGoal Navigation Dec 17, 2022 Deep Reinforcement Learning model
Code Code Available Latent Variable Representation for Reinforcement Learning Dec 17, 2022 Model-based Reinforcement Learning reinforcement-learning
— Unverified Enhancing Cyber Resilience of Networked Microgrids using Vertical Federated Reinforcement Learning Dec 17, 2022 OpenAI Gym reinforcement-learning
— Unverified Cognitive Level-k Meta-Learning for Safe and Pedestrian-Aware Autonomous Driving Dec 17, 2022 Autonomous Driving Autonomous Vehicles
— Unverified Safe Evaluation For Offline Learning: Are We Ready To Deploy? Dec 16, 2022 Off-policy evaluation Reinforcement Learning (RL)
— Unverified Reinforcement Learning for Agile Active Target Sensing with a UAV Dec 16, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified Offline Reinforcement Learning for Visual Navigation Dec 16, 2022 Navigate Offline RL
Code Code Available Offline Robot Reinforcement Learning with Uncertainty-Guided Human Expert Sampling Dec 16, 2022 MuJoCo Q-Learning
— Unverified An Energy-aware and Fault-tolerant Deep Reinforcement Learning based approach for Multi-agent Patrolling Problems Dec 16, 2022 Autonomous Vehicles Deep Reinforcement Learning
— Unverified Reinforcement Learning in Credit Scoring and Underwriting Dec 15, 2022 Decision Making Efficient Exploration
— Unverified Towards Hardware-Specific Automatic Compression of Neural Networks Dec 15, 2022 Quantization reinforcement-learning
— Unverified Bridging the Gap Between Offline and Online Reinforcement Learning Evaluation Methodologies Dec 15, 2022 Offline RL reinforcement-learning
— Unverified Distributed-Training-and-Execution Multi-Agent Reinforcement Learning for Power Control in HetNet Dec 15, 2022 Deep Reinforcement Learning Multi-agent Reinforcement Learning
Code Code Available Active Inference and Reinforcement Learning: A unified inference on continuous state and action spaces under partial observability Dec 15, 2022 Decision Making Reinforcement Learning (RL)
— Unverified Emergent Behaviors in Multi-Agent Target Acquisition Dec 15, 2022 Reinforcement Learning (RL)
— Unverified Driver Assistance Eco-driving and Transmission Control with Deep Reinforcement Learning Dec 15, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified Residual Policy Learning for Powertrain Control Dec 15, 2022 Reinforcement Learning (RL)
— Unverified Multi-Agent Reinforcement Learning with Shared Resources for Inventory Management Dec 15, 2022 Management Multi-agent Reinforcement Learning
— Unverified Reinforcement Learning in System Identification Dec 14, 2022 reinforcement-learning Reinforcement Learning
— Unverified Safety Correction from Baseline: Towards the Risk-aware Policy in Robotics via Dual-agent Reinforcement Learning Dec 14, 2022 reinforcement-learning Reinforcement Learning (RL)
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