Reinforcement Learning

Learning to be Multimodal : Co-evolving Sensory Modalities and Sensor Properties CoRL 2021 Learning To Drive From a World on Rails ICCV 2021 Learning to Execute: Efficient Learning of Universal Plan-Conditioned Policies in Robotics NeurIPS 2021 Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer NeurIPS 2021 Learning to Plan Optimistically: Uncertainty-Guided Deep Exploration via Latent Model Ensembles CoRL 2021 Learning to Reach Goals via Iterated Supervised Learning ICLR 2021 Learning To Recommend Frame for Interactive Video Object Segmentation in the Wild CVPR 2021 Learning to Recommend from Sparse Data via Generative User Feedback AAAI 2021 Learning to Represent Action Values as a Hypergraph on the Action Vertices ICLR 2021 Learning to Reweight Imaginary Transitions for Model-Based Reinforcement Learning AAAI 2021 Learning to Sample with Local and Global Contexts in Experience Replay Buffer ICLR 2021 Learning to Set Waypoints for Audio-Visual Navigation ICLR 2021 Learning to Simulate Self-driven Particles System with Coordinated Policy Optimization NeurIPS 2021 Learning to Sit: Synthesizing Human-Chair Interactions via Hierarchical Control AAAI 2021 Learning to Stop: Dynamic Simulation Monte-Carlo Tree Search AAAI 2021 Learning to Switch Optimizers for Quadratic Programming ACML 2021 Learning to Synthesize Programs as Interpretable and Generalizable Policies NeurIPS 2021 Learning to Walk in Minutes Using Massively Parallel Deep Reinforcement Learning CoRL 2021 Learning to Weight Imperfect Demonstrations ICML 2021 Learning Value Functions in Deep Policy Gradients using Residual Variance ICLR 2021 Learning Visible Connectivity Dynamics for Cloth Smoothing CoRL 2021 Learning Visually Guided Latent Actions for Assistive Teleoperation L4DC 2021 Learning While Playing in Mean-Field Games: Convergence and Optimality ICML 2021 Learning with AMIGo: Adversarially Motivated Intrinsic Goals ICLR 2021 Learning without Knowing: Unobserved Context in Continuous Transfer Reinforcement Learning L4DC 2021