continuous control

A Simple Decentralized Cross-Entropy Method NeurIPS 2022 Continuous Control with Action Quantization from Demonstrations ICML 2022 Continuous Deep Q-Learning in Optimal Control Problems: Normalized Advantage Functions Analysis NeurIPS 2022 Continuous MDP Homomorphisms and Homomorphic Policy Gradient NeurIPS 2022 Cross-Domain Imitation Learning via Optimal Transport ICLR 2022 Disentangling Transfer in Continual Reinforcement Learning NeurIPS 2022 DNS: Determinantal Point Process Based Neural Network Sampler for Ensemble Reinforcement Learning ICML 2022 Dynamic Sparse Training for Deep Reinforcement Learning IJCAI 2022 Efficient Continuous Control with Double Actors and Regularized Critics AAAI 2022 Evaluating Model-Based Planning and Planner Amortization for Continuous Control ICLR 2022 Evolutionary Diversity Optimization with Clustering-based Selection for Reinforcement Learning ICLR 2022 Gradient Information Matters in Policy Optimization by Back-propagating through Model ICLR 2022 Imitation Learning by Reinforcement Learning ICLR 2022 Is High Variance Unavoidable in RL? A Case Study in Continuous Control ICLR 2022 LAPO: Latent-Variable Advantage-Weighted Policy Optimization for Offline Reinforcement Learning NeurIPS 2022 Learning Interpretable, High-Performing Policies for Autonomous Driving RSS 2022 Learning Temporally Extended Skills in Continuous Domains as Symbolic Actions for Planning CoRL 2022 Mastering Visual Continuous Control: Improved Data-Augmented Reinforcement Learning ICLR 2022 Monte Carlo Augmented Actor-Critic for Sparse Reward Deep Reinforcement Learning from Suboptimal Demonstrations NeurIPS 2022 Multi-Sacle Dynamic Coding Improved Spiking Actor Network for Reinforcement Learning AAAI 2022 Neighborhood Mixup Experience Replay: Local Convex Interpolation for Improved Sample Efficiency in Continuous Control Tasks L4DC 2022 On the Sample Complexity of Stability Constrained Imitation Learning L4DC 2022 Optimistic Initialization for Exploration in Continuous Control AAAI 2022 Overcoming The Spectral Bias of Neural Value Approximation ICLR 2022 Policy Learning and Evaluation with Randomized Quasi-Monte Carlo AISTATS 2022