continuous control

Global Convergence of Policy Gradient Methods for the Linear Quadratic Regulator ICML 2018 Guide Actor-Critic for Continuous Control ICLR 2018 Hyperparameter Optimization for Tracking With Continuous Deep Q-Learning CVPR 2018 Latent Space Policies for Hierarchical Reinforcement Learning ICML 2018 Learning to Explore via Meta-Policy Gradient ICML 2018 Mapping Navigation Instructions to Continuous Control Actions with Position-Visitation Prediction CoRL 2018 Maximum a Posteriori Policy Optimisation ICLR 2018 Model-Ensemble Trust-Region Policy Optimization ICLR 2018 Motion Perception in Reinforcement Learning with Dynamic Objects CoRL 2018 NerveNet: Learning Structured Policy with Graph Neural Networks ICLR 2018 Policy Optimization via Importance Sampling NeurIPS 2018 Policy Optimization with Second-Order Advantage Information IJCAI 2018 Progressive Reinforcement Learning with Distillation for Multi-Skilled Motion Control ICLR 2018 Sample-Efficient Reinforcement Learning with Stochastic Ensemble Value Expansion NeurIPS 2018 Self-Adaptive Double Bootstrapped DDPG IJCAI 2018 Simple random search of static linear policies is competitive for reinforcement learning NeurIPS 2018 Smoothed Action Value Functions for Learning Gaussian Policies ICML 2018 Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor ICML 2018 Temporal Difference Models: Model-Free Deep RL for Model-Based Control ICLR 2018 Trust-PCL: An Off-Policy Trust Region Method for Continuous Control ICLR 2018 Variational Inverse Control with Events: A General Framework for Data-Driven Reward Definition NeurIPS 2018 Improving Stochastic Policy Gradients in Continuous Control with Deep Reinforcement Learning using the Beta Distribution ICML 2017 Interpolated Policy Gradient: Merging On-Policy and Off-Policy Gradient Estimation for Deep Reinforcement Learning NeurIPS 2017 Non-parametric Policy Search with Limited Information Loss JMLR 2017 Reinforcement Learning with Deep Energy-Based Policies ICML 2017