Applications

A Machine with Short-Term, Episodic, and Semantic Memory Systems AAAI 2023 A Minimal Approach for Natural Language Action Space in Text-based Games CoNLL 2023 A New Path: Scaling Vision-and-Language Navigation With Synthetic Instructions and Imitation Learning CVPR 2023 An Investigation into Pre-Training Object-Centric Representations for Reinforcement Learning ICML 2023 AnyTeleop: A General Vision-Based Dexterous Robot Arm-Hand Teleoperation System RSS 2023 A Partially-Supervised Reinforcement Learning Framework for Visual Active Search NeurIPS 2023 A Policy Optimization Method Towards Optimal-time Stability CoRL 2023 Arbitrarily Scalable Environment Generators via Neural Cellular Automata NeurIPS 2023 A Reinforcement Learning Badminton Environment for Simulating Player Tactics (Student Abstract) AAAI 2023 A Reinforcement Learning Framework for Dynamic Mediation Analysis ICML 2023 A Reinforcement Learning Look at Risk-Sensitive Linear Quadratic Gaussian Control L4DC 2023 ARNOLD: A Benchmark for Language-Grounded Task Learning with Continuous States in Realistic 3D Scenes ICCV 2023 A Study of Global and Episodic Bonuses for Exploration in Contextual MDPs ICML 2023 A Tale of Sampling and Estimation in Discounted Reinforcement Learning AISTATS 2023 A Tale of Two Efficient Value Iteration Algorithms for Solving Linear MDPs with Large Action Space AISTATS 2023 Atari-5: Distilling the Arcade Learning Environment down to Five Games ICML 2023 A Toolkit for Reliable Benchmarking and Research in Multi-Objective Reinforcement Learning NeurIPS 2023 Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning ICML 2023 Autonomous Exploration for Navigating in MDPs Using Blackbox RL Algorithms IJCAI 2023 Autonomous Robotic Reinforcement Learning with Asynchronous Human Feedback CoRL 2023 BarlowRL: Barlow Twins for Data-Efficient Reinforcement Learning ACML 2023 BC-IRL: Learning Generalizable Reward Functions from Demonstrations ICLR 2023 Behavioral Learning in Security Games: Threat of Multi-Step Manipulative Attacks AAAI 2023 Behavior Retrieval: Few-Shot Imitation Learning by Querying Unlabeled Datasets RSS 2023 Belief Projection-Based Reinforcement Learning for Environments with Delayed Feedback NeurIPS 2023