Misspecification in Inverse Reinforcement Learning Dec 6, 2022 reinforcement-learning Reinforcement Learning
— Unverified PrefRec: Recommender Systems with Human Preferences for Reinforcing Long-term User Engagement Dec 6, 2022 Recommendation Systems Reinforcement Learning (RL)
Code Code Available State Space Closure: Revisiting Endless Online Level Generation via Reinforcement Learning Dec 6, 2022 Diversity reinforcement-learning
Code Code Available What is the Solution for State-Adversarial Multi-Agent Reinforcement Learning? Dec 6, 2022 Deep Reinforcement Learning Multi-agent Reinforcement Learning
Code Code Available Active Classification of Moving Targets with Learned Control Policies Dec 6, 2022 Classification Reinforcement Learning (RL)
— Unverified Efficient Learning of Voltage Control Strategies via Model-based Deep Reinforcement Learning Dec 6, 2022 Deep Reinforcement Learning Imitation Learning
— Unverified A Learned Simulation Environment to Model Plant Growth in Indoor Farming Dec 6, 2022 reinforcement-learning Reinforcement Learning
— Unverified A Novel Deep Reinforcement Learning Based Automated Stock Trading System Using Cascaded LSTM Networks Dec 6, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified A Hierarchical Deep Reinforcement Learning Framework for 6-DOF UCAV Air-to-Air Combat Dec 5, 2022 Deep Reinforcement Learning Reinforcement Learning (RL)
— Unverified Learning Physically Realizable Skills for Online Packing of General 3D Shapes Dec 5, 2022 3D geometry Action Generation
Code Code Available Bi-Level Optimization Augmented with Conditional Variational Autoencoder for Autonomous Driving in Dense Traffic Dec 5, 2022 Autonomous Driving GPU
— Unverified Differentiated Federated Reinforcement Learning Based Traffic Offloading on Space-Air-Ground Integrated Networks Dec 5, 2022 Fairness Federated Learning
— Unverified Robust Reinforcement Learning for Risk-Sensitive Linear Quadratic Gaussian Control Dec 5, 2022 reinforcement-learning Reinforcement Learning
— Unverified L2SR: Learning to Sample and Reconstruct for Accelerated MRI via Reinforcement Learning Dec 5, 2022 Deep Reinforcement Learning Reinforcement Learning (RL)
Code Code Available Benchmarking Offline Reinforcement Learning Algorithms for E-Commerce Order Fraud Evaluation Dec 5, 2022 Benchmarking Binary Classification
— Unverified Physics-Informed Model-Based Reinforcement Learning Dec 5, 2022 model Model-based Reinforcement Learning
Code Code Available PowRL: A Reinforcement Learning Framework for Robust Management of Power Networks Dec 5, 2022 Decision Making Management
— Unverified TD3 with Reverse KL Regularizer for Offline Reinforcement Learning from Mixed Datasets Dec 5, 2022 D4RL MuJoCo
Code Code Available A Machine with Short-Term, Episodic, and Semantic Memory Systems Dec 5, 2022 Q-Learning Reinforcement Learning (RL)
Code Code Available E-MAPP: Efficient Multi-Agent Reinforcement Learning with Parallel Program Guidance Dec 5, 2022 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Accelerating Interactive Human-like Manipulation Learning with GPU-based Simulation and High-quality Demonstrations Dec 5, 2022 GPU Imitation Learning
— Unverified Automata Learning meets Shielding Dec 4, 2022 Q-Learning Reinforcement Learning (RL)
Code Code Available Online Shielding for Reinforcement Learning Dec 4, 2022 reinforcement-learning Reinforcement Learning
— Unverified Winning the CityLearn Challenge: Adaptive Optimization with Evolutionary Search under Trajectory-based Guidance Dec 4, 2022 Decision Making Reinforcement Learning (RL)
— Unverified RLogist: Fast Observation Strategy on Whole-slide Images with Deep Reinforcement Learning Dec 4, 2022 Benchmarking Decision Making
Code Code Available Reinforcement learning with Demonstrations from Mismatched Task under Sparse Reward Dec 3, 2022 reinforcement-learning Reinforcement Learning
— Unverified DACOM: Learning Delay-Aware Communication for Multi-Agent Reinforcement Learning Dec 3, 2022 Autonomous Driving Multi-agent Reinforcement Learning
— Unverified Constrained Reinforcement Learning via Dissipative Saddle Flow Dynamics Dec 3, 2022 reinforcement-learning Reinforcement Learning
— Unverified MeshDQN: A Deep Reinforcement Learning Framework for Improving Meshes in Computational Fluid Dynamics Dec 2, 2022 Deep Reinforcement Learning Graph Neural Network
Code Code Available STL-Based Synthesis of Feedback Controllers Using Reinforcement Learning Dec 2, 2022 continuous-control Continuous Control
Code Code Available On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning Dec 2, 2022 Federated Learning Meta-Learning
— Unverified Utilizing Prior Solutions for Reward Shaping and Composition in Entropy-Regularized Reinforcement Learning Dec 2, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified Selecting Mechanical Parameters of a Monopode Jumping System with Reinforcement Learning Dec 2, 2022 Navigate reinforcement-learning
— Unverified CT-DQN: Control-Tutored Deep Reinforcement Learning Dec 2, 2022 Car Racing Deep Reinforcement Learning
— Unverified Flow to Control: Offline Reinforcement Learning with Lossless Primitive Discovery Dec 2, 2022 D4RL reinforcement-learning
— Unverified Fuse and Adapt: Investigating the Use of Pre-Trained Self-Supervising Learning Models in Limited Data NLU problems Dec 2, 2022 Domain Adaptation Emotion Recognition
— Unverified Launchpad: Learning to Schedule Using Offline and Online RL Methods Dec 1, 2022 Deep Reinforcement Learning Offline RL
— Unverified Karolos: An Open-Source Reinforcement Learning Framework for Robot-Task Environments Dec 1, 2022 reinforcement-learning Reinforcement Learning (RL)
Code Code Available Reward Function Optimization of a Deep Reinforcement Learning Collision Avoidance System Dec 1, 2022 Collision Avoidance Deep Reinforcement Learning
— Unverified Modeling Mobile Health Users as Reinforcement Learning Agents Dec 1, 2022 Decision Making reinforcement-learning
— Unverified Online Learning-based Waveform Selection for Improved Vehicle Recognition in Automotive Radar Dec 1, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified Safe Reinforcement Learning with Probabilistic Control Barrier Functions for Ramp Merging Dec 1, 2022 Autonomous Driving Imitation Learning
— Unverified Distributed Deep Reinforcement Learning: A Survey and A Multi-Player Multi-Agent Learning Toolbox Dec 1, 2022 Decision Making Deep Reinforcement Learning
— Unverified Five Properties of Specific Curiosity You Didn't Know Curious Machines Should Have Dec 1, 2022 Decision Making reinforcement-learning
— Unverified Kick-motion Training with DQN in AI Soccer Environment Dec 1, 2022 Reinforcement Learning (RL)
— Unverified One Risk to Rule Them All: A Risk-Sensitive Perspective on Model-Based Offline Reinforcement Learning Nov 30, 2022 All Decision Making
Code Code Available MO-Gym: A Library of Multi-Objective Reinforcement Learning Environments Nov 30, 2022 Multi-Objective Reinforcement Learning OpenAI Gym
Code Code Available Real-time Bidding Strategy in Display Advertising: An Empirical Analysis Nov 30, 2022 reinforcement-learning Reinforcement Learning
Code Code Available Welfare and Fairness in Multi-objective Reinforcement Learning Nov 30, 2022 Fairness Multi-Objective Reinforcement Learning
Code Code Available Funnel-based Reward Shaping for Signal Temporal Logic Tasks in Reinforcement Learning Nov 30, 2022 reinforcement-learning Reinforcement Learning
— Unverified 