Applications

Iterative Vision-and-Language Navigation CVPR 2023 Katakomba: Tools and Benchmarks for Data-Driven NetHack NeurIPS 2023 Keeping People Active and Healthy at Home Using a Reinforcement Learning-based Fitness Recommendation Framework IJCAI 2023 Keep Various Trajectories: Promoting Exploration of Ensemble Policies in Continuous Control NeurIPS 2023 Krylov–Bellman boosting: Super-linear policy evaluation in general state spaces AISTATS 2023 KuaiSim: A Comprehensive Simulator for Recommender Systems NeurIPS 2023 Language Instructed Reinforcement Learning for Human-AI Coordination ICML 2023 LapGym - An Open Source Framework for Reinforcement Learning in Robot-Assisted Laparoscopic Surgery JMLR 2023 Latent exploration for Reinforcement Learning NeurIPS 2023 Layered State Discovery for Incremental Autonomous Exploration ICML 2023 Layout-Aware Dreamer for Embodied Visual Referring Expression Grounding AAAI 2023 Layout-Based Causal Inference for Object Navigation CVPR 2023 Learnable Behavior Control: Breaking Atari Human World Records via Sample-Efficient Behavior Selection ICLR 2023 Learning and Adapting Agile Locomotion Skills by Transferring Experience RSS 2023 Learning Better with Less: Effective Augmentation for Sample-Efficient Visual Reinforcement Learning NeurIPS 2023 Learning Compositional Tasks from Language Instructions AAAI 2023 Learning Control by Iterative Inversion ICML 2023 Learning Control Policies for Stochastic Systems with Reach-Avoid Guarantees AAAI 2023 Learning Efficient Abstract Planning Models that Choose What to Predict CoRL 2023 Learning Fine-Grained Bimanual Manipulation with Low-Cost Hardware RSS 2023 Learning Foresightful Dense Visual Affordance for Deformable Object Manipulation ICCV 2023 Learning-Free Grasping of Unknown Objects Using Hidden Superquadrics RSS 2023 Learning Generalizable Agents via Saliency-guided Features Decorrelation NeurIPS 2023 Learning Generalizable Manipulation Policies with Object-Centric 3D Representations CoRL 2023 Learning Human Contribution Preferences in Collaborative Human-Robot Tasks CoRL 2023