Applications

Exploration Analysis in Finite-Horizon Turn-based Stochastic Games UAI 2020 Exploration Based Language Learning for Text-Based Games IJCAI 2020 Exploratory Grasping: Asymptotically Optimal Algorithms for Grasping Challenging Polyhedral Objects CoRL 2020 Exploratory Not Explanatory: Counterfactual Analysis of Saliency Maps for Deep Reinforcement Learning ICLR 2020 Fast Adaptation to New Environments via Policy-Dynamics Value Functions ICML 2020 Few-shot Object Grounding and Mapping for Natural Language Robot Instruction Following CoRL 2020 First Order Constrained Optimization in Policy Space NeurIPS 2020 Flexible and Efficient Long-Range Planning Through Curious Exploration ICML 2020 Flightmare: A Flexible Quadrotor Simulator CoRL 2020 Forethought and Hindsight in Credit Assignment NeurIPS 2020 Frequency-based Search-control in Dyna ICLR 2020 Frequency Modulation of Body Waves to Improve Performance of Limbless Robots RSS 2020 From pixels to legs: Hierarchical learning of quadruped locomotion CoRL 2020 Gamma-Nets: Generalizing Value Estimation over Timescale AAAI 2020 Generalized Hidden Parameter MDPs:Transferable Model-Based RL in a Handful of Trials AAAI 2020 Generalized Mean Estimation in Monte-Carlo Tree Search IJCAI 2020 Generalized Tsallis Entropy Reinforcement Learning and Its Application to Soft Mobile Robots RSS 2020 Generating Behavior-Diverse Game AIs with Evolutionary Multi-Objective Deep Reinforcement Learning IJCAI 2020 Generative Exploration and Exploitation AAAI 2020 Goal-Aware Prediction: Learning to Model What Matters ICML 2020 Google Research Football: A Novel Reinforcement Learning Environment AAAI 2020 Growing Action Spaces ICML 2020 GTI: Learning to Generalize across Long-Horizon Tasks from Human Demonstrations RSS 2020 Hardware as Policy: Mechanical and Computational Co-Optimization using Deep Reinforcement Learning CoRL 2020 Harnessing Structures for Value-Based Planning and Reinforcement Learning ICLR 2020