Agent Systems

Langevin Monte Carlo for Contextual Bandits ICML 2022 Language Acquisition through Intention Reading and Pattern Finding COLING 2022 Language Models as Agent Models EMNLP 2022 Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents ICML 2022 Learn Goal-Conditioned Policy with Intrinsic Motivation for Deep Reinforcement Learning AAAI 2022 Learning Action-Effect Dynamics for Hypothetical Vision-Language Reasoning Task EMNLP 2022 Learning as Conversation: Dialogue Systems Reinforced for Information Acquisition NAACL 2022 Learning-based Moving Horizon Estimation through Differentiable Convex Optimization Layers L4DC 2022 Learning-based Optimisation of Particle Accelerators Under Partial Observability Without Real-World Training ICML 2022 Learning Bimanual Scooping Policies for Food Acquisition CoRL 2022 Learning by Competition of Self-Interested Reinforcement Learning Agents AAAI 2022 Learning Causal Overhypotheses through Exploration in Children and Computational Models CLeaR 2022 Learning Diverse and Physically Feasible Dexterous Grasps with Generative Model and Bilevel Optimization CoRL 2022 Learning-Enabled Robust Control with Noisy Measurements L4DC 2022 Learning General World Models in a Handful of Reward-Free Deployments NeurIPS 2022 Learning in Observable POMDPs, without Computationally Intractable Oracles NeurIPS 2022 Learning large Bayesian networks with expert constraints UAI 2022 Learning Neural Contextual Bandits through Perturbed Rewards ICLR 2022 Learning Neuro-Symbolic Skills for Bilevel Planning CoRL 2022 Learning Not to Learn: Nature versus Nurture In Silico AAAI 2022 Learning Open Domain Multi-hop Search Using Reinforcement Learning NAACL 2022 Learning Preconditions of Hybrid Force-Velocity Controllers for Contact-Rich Manipulation CoRL 2022 Learning State Representations via Retracing in Reinforcement Learning ICLR 2022 Learning Temporally Extended Skills in Continuous Domains as Symbolic Actions for Planning CoRL 2022 Learning to Automate Follow-up Question Generation using Process Knowledge for Depression Triage on Reddit Posts NAACL 2022