state transition

BayWatch: Practical Internet-Scale Topology Monitoring with Dynamic Bayesian Estimation NSDI 2026 Taming "Zombie" Agents: A Markov State-Aware Framework for Resilient Multi-Agent Evolution ACL 2026 Transition Models: Rethinking the Generative Learning Objective CVPR 2026 BeSimulator: A Large Language Model Powered Text-based Behavior Simulator EMNLP 2025 Counterfactual Effect Decomposition in Multi-Agent Sequential Decision Making ICML 2025 Discrete Neural Algorithmic Reasoning ICML 2025 Dynamic Contrastive Skill Learning with State-Transition Based Skill Clustering and Dynamic Length Adjustment ICLR 2025 FineReason: Evaluating and Improving LLMs’ Deliberate Reasoning through Reflective Puzzle Solving ACL 2025 MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines ICML 2025 UniSim: A Unified Simulator for Time-Coarsened Dynamics of Biomolecules ICML 2025 Diffusion Imitation from Observation NeurIPS 2024 Generalizable Task Representation Learning for Offline Meta-Reinforcement Learning with Data Limitations AAAI 2024 Identifying Latent State-Transition Processes for Individualized Reinforcement Learning NeurIPS 2024 Learning locally interacting discrete dynamical systems: Towards data-efficient and scalable prediction L4DC 2024 Learning World Models for Unconstrained Goal Navigation NeurIPS 2024 EUCLID: Towards Efficient Unsupervised Reinforcement Learning with Multi-choice Dynamics Model ICLR 2023 MSDC: Exploiting Multi-State Power Consumption in Non-intrusive Load Monitoring Based on a Dual-CNN Model AAAI 2023 Off-Policy Evaluation for Human Feedback NeurIPS 2023 TransESC: Smoothing Emotional Support Conversation via Turn-Level State Transition ACL 2023 Learning the Dynamics of Visual Relational Reasoning via Reinforced Path Routing AAAI 2022 How Do We Move: Modeling Human Movement with System Dynamics AAAI 2021 Learning General Planning Policies from Small Examples Without Supervision AAAI 2021 RTFE: A Recursive Temporal Fact Embedding Framework for Temporal Knowledge Graph Completion NAACL 2021 Imitation Learning from Observation AAAI 2019 A State-transition Framework to Answer Complex Questions over Knowledge Base EMNLP 2018