Agent Systems

Expression might be enough: representing pressure and demand for reinforcement learning based traffic signal control ICML 2022 Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-profits in Improving Maternal and Child Health AAAI 2022 FinRL-Meta: Market Environments and Benchmarks for Data-Driven Financial Reinforcement Learning NeurIPS 2022 Fleet-DAgger: Interactive Robot Fleet Learning with Scalable Human Supervision CoRL 2022 FlowBot3D: Learning 3D Articulation Flow to Manipulate Articulated Objects RSS 2022 FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation NAACL 2022 ForeSI: Success-Aware Visual Navigation Agent WACV 2022 Formal Synthesis of Safety Controllers for Unknown Stochastic Control Systems using Gaussian Process Learning L4DC 2022 Frame Mining: a Free Lunch for Learning Robotic Manipulation from 3D Point Clouds CoRL 2022 Fully General Online Imitation Learning JMLR 2022 GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection AAAI 2022 Gated Mechanism Enhanced Multi-Task Learning for Dialog Routing COLING 2022 Global Optimality and Finite Sample Analysis of Softmax Off-Policy Actor Critic under State Distribution Mismatch JMLR 2022 Goal-oriented Vision-and-Dialog Navigation via Reinforcement Learning EMNLP 2022 Grounded Reinforcement Learning: Learning to Win the Game under Human Commands NeurIPS 2022 Grounding Meaning Representation for Situated Reasoning AACL 2022 Habitat-Web: Learning Embodied Object-Search Strategies From Human Demonstrations at Scale CVPR 2022 HandMeThat: Human-Robot Communication in Physical and Social Environments NeurIPS 2022 HCLD: A Hierarchical Framework for Zero-shot Cross-lingual Dialogue System COLING 2022 HeLo: Learning-Free Lookahead Decoding for Conversation Infilling EMNLP 2022 Hey AI, Can You Solve Complex Tasks by Talking to Agents? ACL 2022 Hierarchical Control of Situated Agents through Natural Language NAACL 2022 Hindsight Network Credit Assignment: Efficient Credit Assignment in Networks of Discrete Stochastic Units AAAI 2022 HOP: History-and-Order Aware Pre-Training for Vision-and-Language Navigation CVPR 2022 How to Stay Curious while avoiding Noisy TVs using Aleatoric Uncertainty Estimation ICML 2022