Agent Systems

Nearly Optimal Algorithms for Linear Contextual Bandits with Adversarial Corruptions NeurIPS 2022 Near-optimal Thompson sampling-based algorithms for differentially private stochastic bandits UAI 2022 Neural Contextual Bandits with Deep Representation and Shallow Exploration ICLR 2022 Neural Geometric Fabrics: Efficiently Learning High-Dimensional Policies from Demonstration CoRL 2022 Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees NeurIPS 2022 Neural MoCon: Neural Motion Control for Physically Plausible Human Motion Capture CVPR 2022 Neural Stochastic Control NeurIPS 2022 Offline RL Policies Should Be Trained to be Adaptive ICML 2022 Oh My Mistake!: Toward Realistic Dialogue State Tracking including Turnback Utterances EMNLP 2022 One After Another: Learning Incremental Skills for a Changing World ICLR 2022 One Step at a Time: Long-Horizon Vision-and-Language Navigation With Milestones CVPR 2022 Online No-regret Model-Based Meta RL for Personalized Navigation L4DC 2022 Online Reinforcement Learning for Mixed Policy Scopes NeurIPS 2022 Online Target Speaker Voice Activity Detection for Speaker Diarization Interspeech 2022 On Optimizing Interventions in Shared Autonomy AAAI 2022 On the Learning Mechanisms in Physical Reasoning NeurIPS 2022 On the Limits of Evaluating Embodied Agent Model Generalization Using Validation Sets ACL 2022 On the Sample Complexity of Stability Constrained Imitation Learning L4DC 2022 On Verifying Expectations and Observations of Intelligent Agents IJCAI 2022 Open-ended Knowledge Tracing for Computer Science Education EMNLP 2022 Optimal Dynamic Regret in LQR Control NeurIPS 2022 Optimal Pointing Sequences in Spacecraft Formation Flying Using Online Planning with Resource Constraints L4DC 2022 Parametrically Retargetable Decision-Makers Tend To Seek Power NeurIPS 2022 Partner Personas Generation for Dialogue Response Generation NAACL 2022 PDSketch: Integrated Domain Programming, Learning, and Planning NeurIPS 2022