Acceleration for Deep Reinforcement Learning using Parallel and
Distributed Computing: A SurveyACM Computing Surveys (ACM CSUR), 2024 |
Scaling up Stochastic Gradient Descent for Non-convex OptimisationMachine-mediated learning (ML), 2022 |
Memory-based Deep Reinforcement Learning for POMDPsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021 |
Predicting Game Difficulty and Churn Without PlayersACM SIGCHI Annual Symposium on Computer-Human Interaction in Play (CHI PLAY), 2020 |
Distributed Reinforcement Learning of Targeted Grasping with Active
Vision for Mobile ManipulatorsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2020 |
Dynamic Experience ReplayConference on Robot Learning (CoRL), 2020 |
Simulation-based reinforcement learning for real-world autonomous
drivingIEEE International Conference on Robotics and Automation (ICRA), 2019 |