Applications

Scalable Online Planning via Reinforcement Learning Fine-Tuning NeurIPS 2021 Scale invariant robot behavior with fractals RSS 2021 Scaling Up Multi-Task Robotic Reinforcement Learning CoRL 2021 SCAPE: Learning Stiffness Control from Augmented Position Control Experiences CoRL 2021 SCC: an efficient deep reinforcement learning agent mastering the game of StarCraft II ICML 2021 SEAGuL: Sample Efficient Adversarially Guided Learning of Value Functions L4DC 2021 SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies ICML 2021 Self-Consistent Models and Values NeurIPS 2021 Self-Motivated Communication Agent for Real-World Vision-Dialog Navigation ICCV 2021 Self-Paced Context Evaluation for Contextual Reinforcement Learning ICML 2021 Self-supervised Reinforcement Learning with Independently Controllable Subgoals CoRL 2021 Sequential Generative Exploration Model for Partially Observable Reinforcement Learning AAAI 2021 Shaping embodied agent behavior with activity-context priors from egocentric video NeurIPS 2021 Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks ICML 2021 Sim and Real: Better Together NeurIPS 2021 SimPoE: Simulated Character Control for 3D Human Pose Estimation CVPR 2021 Single Player Monte-Carlo Tree Search Based on the Plackett-Luce Model AAAI 2021 Skill Discovery for Exploration and Planning using Deep Skill Graphs ICML 2021 Smooth Exploration for Robotic Reinforcement Learning CoRL 2021 Snowflake: Scaling GNNs to high-dimensional continuous control via parameter freezing NeurIPS 2021 Solving Challenging Dexterous Manipulation Tasks With Trajectory Optimisation and Reinforcement Learning ICML 2021 Solving Common-Payoff Games with Approximate Policy Iteration AAAI 2021 Solving Continuous Control with Episodic Memory IJCAI 2021 Solving Graph-based Public Goods Games with Tree Search and Imitation Learning NeurIPS 2021 Solving JumpIN’ Using Zero-Dependency Reinforcement Learning (Student Abstract) AAAI 2021