Control of a Nature-inspired Scorpion using Reinforcement Learning Aug 31, 2020 Navigate reinforcement-learning
— Unverified Human-in-the-Loop Methods for Data-Driven and Reinforcement Learning Systems Aug 30, 2020 reinforcement-learning Reinforcement Learning
— Unverified Deep Reinforcement Learning for Contact-Rich Skills Using Compliant Movement Primitives Aug 30, 2020 Decision Making Deep Reinforcement Learning
— Unverified How does the structure embedded in learning policy affect learning quadruped locomotion? Aug 29, 2020 Reinforcement Learning (RL)
— Unverified Reinforcement Learning with Feedback-modulated TD-STDP Aug 29, 2020 reinforcement-learning Reinforcement Learning
— Unverified Real-world Video Adaptation with Reinforcement Learning Aug 28, 2020 Bayesian Optimization reinforcement-learning
— Unverified Sample Efficiency in Sparse Reinforcement Learning: Or Your Money Back Aug 28, 2020 reinforcement-learning Reinforcement Learning
— Unverified Meta Reinforcement Learning-Based Lane Change Strategy for Autonomous Vehicles Aug 28, 2020 Autonomous Vehicles Imitation Learning
— Unverified Query Focused Multi-document Summarisation of Biomedical Texts Aug 27, 2020 regression reinforcement-learning
Code Code Available The Advantage Regret-Matching Actor-Critic Aug 27, 2020 counterfactual Reinforcement Learning (RL)
— Unverified Query Focused Multi-document Summarisation of Biomedical Texts: Macquarie Universiy and the Australian National University at BioASQ8b Aug 27, 2020 regression reinforcement-learning
Code Code Available Document-editing Assistants and Model-based Reinforcement Learning as a Path to Conversational AI Aug 27, 2020 Model-based Reinforcement Learning reinforcement-learning
— Unverified Controlling Level of Unconsciousness by Titrating Propofol with Deep Reinforcement Learning Aug 27, 2020 Deep Reinforcement Learning reinforcement-learning
— Unverified AutoFS: Automated Feature Selection via Diversity-aware Interactive Reinforcement Learning Aug 27, 2020 Diversity feature selection
Code Code Available Constrained Markov Decision Processes via Backward Value Functions Aug 26, 2020 MuJoCo Reinforcement Learning (RL)
— Unverified Decision-making for Autonomous Vehicles on Highway: Deep Reinforcement Learning with Continuous Action Horizon Aug 26, 2020 Autonomous Vehicles Decision Making
— Unverified Identifying Critical States by the Action-Based Variance of Expected Return Aug 26, 2020 Reinforcement Learning (RL)
— Unverified Synthetic Sample Selection via Reinforcement Learning Aug 26, 2020 Data Augmentation image-classification
— Unverified Selective Particle Attention: Visual Feature-Based Attention in Deep Reinforcement Learning Aug 26, 2020 Deep Reinforcement Learning Multiple-choice
— Unverified t-Soft Update of Target Network for Deep Reinforcement Learning Aug 25, 2020 Deep Reinforcement Learning reinforcement-learning
— Unverified Robust Reinforcement Learning: A Case Study in Linear Quadratic Regulation Aug 25, 2020 Open-Ended Question Answering reinforcement-learning
— Unverified Ensuring Monotonic Policy Improvement in Entropy-regularized Value-based Reinforcement Learning Aug 25, 2020 reinforcement-learning Reinforcement Learning
— Unverified Auxiliary-task Based Deep Reinforcement Learning for Participant Selection Problem in Mobile Crowdsourcing Aug 25, 2020 Combinatorial Optimization Deep Reinforcement Learning
— Unverified Dynamic Dispatching for Large-Scale Heterogeneous Fleet via Multi-agent Deep Reinforcement Learning Aug 24, 2020 Deep Reinforcement Learning reinforcement-learning
— Unverified Improved Memories Learning Aug 24, 2020 Reinforcement Learning (RL)
— Unverified Variable Compliance Control for Robotic Peg-in-Hole Assembly: A Deep Reinforcement Learning Approach Aug 24, 2020 Deep Reinforcement Learning Position
— Unverified Mobile Networks for Computer Go Aug 23, 2020 Deep Reinforcement Learning Game of Go
— Unverified DSP: A Differential Spatial Prediction Scheme for Comprehensive real industrial datasets Aug 23, 2020 Deep Reinforcement Learning Prediction
— Unverified Adaptive and Multiple Time-scale Eligibility Traces for Online Deep Reinforcement Learning Aug 23, 2020 Deep Reinforcement Learning reinforcement-learning
— Unverified Biomechanic Posture Stabilisation via Iterative Training of Multi-policy Deep Reinforcement Learning Agents Aug 21, 2020 AI Agent Deep Reinforcement Learning
— Unverified Learning to Collaborate in Multi-Module Recommendation via Multi-Agent Reinforcement Learning without Communication Aug 21, 2020 Multi-agent Reinforcement Learning Reinforcement Learning (RL)
— Unverified Adversarial Imitation Learning via Random Search Aug 21, 2020 Computational Efficiency Deep Reinforcement Learning
— Unverified Model-Free Episodic Control with State Aggregation Aug 21, 2020 Atari Games model
— Unverified NANCY: Neural Adaptive Network Coding methodologY for video distribution over wireless networks Aug 21, 2020 reinforcement-learning Reinforcement Learning (RL)
— Unverified Reinforcement Learning-based Admission Control in Delay-sensitive Service Systems Aug 21, 2020 reinforcement-learning Reinforcement Learning
— Unverified Reinforcement Learning based dynamic weighing of Ensemble Models for Time Series Forecasting Aug 20, 2020 reinforcement-learning Reinforcement Learning (RL)
— Unverified Model-free optimal control of discrete-time systems with additive and multiplicative noises Aug 20, 2020 Reinforcement Learning (RL)
— Unverified Static Neural Compiler Optimization via Deep Reinforcement Learning Aug 20, 2020 Compiler Optimization Deep Reinforcement Learning
— Unverified Intelligent Replication Management for HDFS Using Reinforcement Learning Aug 19, 2020 Cloud Computing Management
— Unverified A Survey of Knowledge-based Sequential Decision Making under Uncertainty Aug 19, 2020 Decision Making Decision Making Under Uncertainty
— Unverified Analysis of Social Robotic Navigation approaches: CNN Encoder and Incremental Learning as an alternative to Deep Reinforcement Learning Aug 18, 2020 Active Learning BIG-bench Machine Learning
— Unverified Adaptive trading strategies across liquidity pools Aug 18, 2020 Deep Reinforcement Learning reinforcement-learning
— Unverified Learning Fair Policies in Multiobjective (Deep) Reinforcement Learning with Average and Discounted Rewards Aug 18, 2020 Deep Reinforcement Learning Fairness
Code Code Available A Framework for Studying Reinforcement Learning and Sim-to-Real in Robot Soccer Aug 18, 2020 Domain Adaptation reinforcement-learning
— Unverified Residual Learning from Demonstration: Adapting DMPs for Contact-rich Manipulation Aug 18, 2020 Behavioural cloning Contact-rich Manipulation
— Unverified ReLMoGen: Leveraging Motion Generation in Reinforcement Learning for Mobile Manipulation Aug 18, 2020 continuous-control Continuous Control
— Unverified Towards Closing the Sim-to-Real Gap in Collaborative Multi-Robot Deep Reinforcement Learning Aug 18, 2020 Deep Reinforcement Learning Multi-agent Reinforcement Learning
Code Code Available Super-Human Performance in Gran Turismo Sport Using Deep Reinforcement Learning Aug 18, 2020 Autonomous Racing Car Racing
— Unverified Reinforcement Learning for Improving Object Detection Aug 18, 2020 Object object-detection
— Unverified On the Sample Complexity of Reinforcement Learning with Policy Space Generalization Aug 17, 2020 reinforcement-learning Reinforcement Learning (RL)
— Unverified 