Applications

Trajectory Optimization for Cable-Driven Soft Robot Locomotion RSS 2019 Transfer in Deep Reinforcement Learning Using Knowledge Graphs EMNLP 2019 Transfer Learning for Related Reinforcement Learning Tasks via Image-to-Image Translation ICML 2019 Understanding Teacher Gaze Patterns for Robot Learning CoRL 2019 Using Simulation to Improve Sample-Efficiency of Bayesian Optimization for Bipedal Robots JMLR 2019 Value Function in Frequency Domain and the Characteristic Value Iteration Algorithm NeurIPS 2019 Value Iteration Networks on Multiple Levels of Abstraction RSS 2019 Value Propagation Networks ICLR 2019 Variance Reduction for Reinforcement Learning in Input-Driven Environments ICLR 2019 Variance Reduction in Monte Carlo Counterfactual Regret Minimization (VR-MCCFR) for Extensive Form Games Using Baselines AAAI 2019 VidyutVanika: A Reinforcement Learning Based Broker Agent for a Power Trading Competition AAAI 2019 VIMO: Simultaneous Visual Inertial Model-Based Odometry and Force Estimation RSS 2019 Virtual-Taobao: Virtualizing Real-World Online Retail Environment for Reinforcement Learning AAAI 2019 When to Trust Your Model: Model-Based Policy Optimization NeurIPS 2019 When to use parametric models in reinforcement learning? NeurIPS 2019 Actor-Critic Fictitious Play in Simultaneous Move Multistage Games AISTATS 2018 Actor-Critic Policy Optimization in Partially Observable Multiagent Environments NeurIPS 2018 AirDialogue: An Environment for Goal-Oriented Dialogue Research EMNLP 2018 Algorithms or Actions? A Study in Large-Scale Reinforcement Learning IJCAI 2018 Alternating-Stereo VINS: Observability Analysis and Performance Evaluation CVPR 2018 A Lyapunov-based Approach to Safe Reinforcement Learning NeurIPS 2018 Analytical Derivatives of Rigid Body Dynamics Algorithms RSS 2018 A Unified Approach for Multi-step Temporal-Difference Learning with Eligibility Traces in Reinforcement Learning IJCAI 2018 Automatic Goal Generation for Reinforcement Learning Agents ICML 2018 Autonomous Adaptive Modification of Unstructured Environments RSS 2018