Identifying optimal cycles in quantum thermal machines with reinforcement-learning Aug 30, 2021 reinforcement-learning Reinforcement Learning (RL)
Code Code Available Learning Meta Representations for Agents in Multi-Agent Reinforcement Learning Aug 30, 2021 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Integrated Decision and Control at Multi-Lane Intersections with Mixed Traffic Flow Aug 30, 2021 Autonomous Driving Model Predictive Control
— Unverified SurRoL: An Open-source Reinforcement Learning Centered and dVRK Compatible Platform for Surgical Robot Learning Aug 30, 2021 Reinforcement Learning (RL)
Code Code Available Reinforcement Learning Based Sparse Black-box Adversarial Attack on Video Recognition Models Aug 29, 2021 Adversarial Attack reinforcement-learning
— Unverified A Policy Efficient Reduction Approach to Convex Constrained Deep Reinforcement Learning Aug 29, 2021 Deep Reinforcement Learning General Reinforcement Learning
— Unverified Influence-Based Reinforcement Learning for Intrinsically-Motivated Agents Aug 28, 2021 counterfactual Multi-agent Reinforcement Learning
— Unverified Active Inference for Stochastic Control Aug 27, 2021 Reinforcement Learning (RL)
Code Code Available Deep Reinforcement Learning for Wireless Resource Allocation Using Buffer State Information Aug 27, 2021 Deep Reinforcement Learning Fairness
— Unverified Reinforcement Learning based Condition-oriented Maintenance Scheduling for Flow Line Systems Aug 27, 2021 Decision Making Deep Reinforcement Learning
Code Code Available ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models Aug 27, 2021 Graph Generation Joint Entity and Relation Extraction
Code Code Available Reinforcement Learning-powered Semantic Communication via Semantic Similarity Aug 27, 2021 reinforcement-learning Reinforcement Learning
Code Code Available WAD: A Deep Reinforcement Learning Agent for Urban Autonomous Driving Aug 27, 2021 Atari Games Autonomous Driving
— Unverified Deep Reinforcement Learning for Dynamic Band Switch in Cellular-Connected UAV Aug 26, 2021 Deep Reinforcement Learning Q-Learning
— Unverified Federated Reinforcement Learning: Techniques, Applications, and Open Challenges Aug 26, 2021 Edge-computing Federated Learning
— Unverified Adaptive Control of Differentially Private Linear Quadratic Systems Aug 26, 2021 Reinforcement Learning (RL)
— Unverified Model-based Chance-Constrained Reinforcement Learning via Separated Proportional-Integral Lagrangian Aug 26, 2021 reinforcement-learning Reinforcement Learning (RL)
— Unverified Robust Model-based Reinforcement Learning for Autonomous Greenhouse Control Aug 26, 2021 Decision Making Model-based Reinforcement Learning
— Unverified When should agents explore? Aug 26, 2021 Diversity Reinforcement Learning (RL)
— Unverified Responsive Regulation of Dynamic UAV Communication Networks Based on Deep Reinforcement Learning Aug 25, 2021 Deep Reinforcement Learning reinforcement-learning
Code Code Available Adversary agent reinforcement learning for pursuit-evasion Aug 25, 2021 reinforcement-learning Reinforcement Learning
— Unverified Deep Reinforcement Learning in Computer Vision: A Comprehensive Survey Aug 25, 2021 Deep Reinforcement Learning Image Segmentation
— Unverified Self-optimizing adaptive optics control with Reinforcement Learning for high-contrast imaging Aug 24, 2021 reinforcement-learning Reinforcement Learning (RL)
— Unverified Entropy-Aware Model Initialization for Effective Exploration in Deep Reinforcement Learning Aug 24, 2021 Deep Reinforcement Learning reinforcement-learning
— Unverified Robust Risk-Aware Reinforcement Learning Aug 23, 2021 reinforcement-learning Reinforcement Learning
Code Code Available Power Grid Cascading Failure Mitigation by Reinforcement Learning Aug 23, 2021 reinforcement-learning Reinforcement Learning
— Unverified No DBA? No regret! Multi-armed bandits for index tuning of analytical and HTAP workloads with provable guarantees Aug 23, 2021 Decision Making Decision Making Under Uncertainty
— Unverified Collect & Infer -- a fresh look at data-efficient Reinforcement Learning Aug 23, 2021 reinforcement-learning Reinforcement Learning
— Unverified A Boosting Approach to Reinforcement Learning Aug 22, 2021 reinforcement-learning Reinforcement Learning
— Unverified MimicBot: Combining Imitation and Reinforcement Learning to win in Bot Bowl Aug 21, 2021 Decision Making Imitation Learning
— Unverified An Independent Study of Reinforcement Learning and Autonomous Driving Aug 20, 2021 Autonomous Driving OpenAI Gym
— Unverified Explainable Reinforcement Learning for Broad-XAI: A Conceptual Framework and Survey Aug 20, 2021 Decision Making Explainable artificial intelligence
— Unverified Crown Jewels Analysis using Reinforcement Learning with Attack Graphs Aug 20, 2021 reinforcement-learning Reinforcement Learning
— Unverified Reinforcement Learning to Optimize Lifetime Value in Cold-Start Recommendation Aug 20, 2021 Recommendation Systems reinforcement-learning
— Unverified Plug and Play, Model-Based Reinforcement Learning Aug 20, 2021 model Model-based Reinforcement Learning
— Unverified Cooperative Localization Utilizing Reinforcement Learning for 5G Networks Aug 19, 2021 Autonomous Vehicles Position
— Unverified Global Convergence of the ODE Limit for Online Actor-Critic Algorithms in Reinforcement Learning Aug 19, 2021 reinforcement-learning Reinforcement Learning (RL)
— Unverified A Reinforcement Learning Approach for GNSS Spoofing Attack Detection of Autonomous Vehicles Aug 19, 2021 Autonomous Vehicles Deep Reinforcement Learning
— Unverified Settling the Variance of Multi-Agent Policy Gradients Aug 19, 2021 MuJoCo Reinforcement Learning (RL)
Code Code Available Trends in Neural Architecture Search: Towards the Acceleration of Search Aug 19, 2021 Evolutionary Algorithms Neural Architecture Search
— Unverified Provable Benefits of Actor-Critic Methods for Offline Reinforcement Learning Aug 19, 2021 reinforcement-learning Reinforcement Learning
— Unverified Explainable Deep Reinforcement Learning Using Introspection in a Non-episodic Task Aug 18, 2021 Decision Making Deep Reinforcement Learning
— Unverified End-to-End Urban Driving by Imitating a Reinforcement Learning Coach Aug 18, 2021 Autonomous Driving Imitation Learning
Code Code Available Reinforce Attack: Adversarial Attack against BERT with Reinforcement Learning Aug 17, 2021 Adversarial Attack Adversarial Text
— Unverified Optimal Placement of Public Electric Vehicle Charging Stations Using Deep Reinforcement Learning Aug 17, 2021 Deep Reinforcement Learning reinforcement-learning
— Unverified Revisiting State Augmentation methods for Reinforcement Learning with Stochastic Delays Aug 17, 2021 reinforcement-learning Reinforcement Learning
Code Code Available Monolithic vs. hybrid controller for multi-objective Sim-to-Real learning Aug 17, 2021 Reinforcement Learning (RL)
Code Code Available The Ecosystem Path to General AI Aug 17, 2021 Reinforcement Learning (RL) Unity
— Unverified Heterotic String Model Building with Monad Bundles and Reinforcement Learning Aug 16, 2021 reinforcement-learning Reinforcement Learning
— Unverified Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation Aug 16, 2021 BIG-bench Machine Learning Learning Theory
— Unverified 