Planning

Flow-based Recurrent Belief State Learning for POMDPs ICML 2022 Formal Semantics and Formally Verified Validation for Temporal Planning AAAI 2022 Formula Synthesis in Propositional Dynamic Logic with Shuffle AAAI 2022 GALOIS: Boosting Deep Reinforcement Learning via Generalizable Logic Synthesis NeurIPS 2022 Generating Natural Language Proofs with Verifier-Guided Search EMNLP 2022 Generating Useful Accident-Prone Driving Scenarios via a Learned Traffic Prior CVPR 2022 Generative Planning for Temporally Coordinated Exploration in Reinforcement Learning ICLR 2022 GEQCA: Generic Qualitative Constraint Acquisition AAAI 2022 GNN-Retro: Retrosynthetic Planning with Graph Neural Networks AAAI 2022 Goal-Conditioned Reinforcement Learning: Problems and Solutions IJCAI 2022 Goal-Directed Planning via Hindsight Experience Replay ICLR 2022 Goal Recognition as Reinforcement Learning AAAI 2022 Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts NAACL 2022 Graph-based Keyword Planning for Legal Clause Generation from Topics EMNLP 2022 GRASP: Navigating Retrosynthetic Planning with Goal-driven Policy NeurIPS 2022 Hardness in Markov Decision Processes: Theory and Practice NeurIPS 2022 Hierarchical Control of Situated Agents through Natural Language NAACL 2022 High-Fidelity Human Avatars From a Single RGB Camera CVPR 2022 HiTKG: Towards Goal-Oriented Conversations via Multi-Hierarchy Learning AAAI 2022 Homomorphisms of Lifted Planning Tasks: The Case for Delete-Free Relaxation Heuristics AAAI 2022 How to Reduce Action Space for Planning Domains? (Student Abstract) AAAI 2022 Hybrid Semantics for Goal-Directed Natural Language Generation ACL 2022 Hydra: A Real-time Spatial Perception System for 3D Scene Graph Construction and Optimization RSS 2022 Improved rates for prediction and identification of partially observed linear dynamical systems ALT 2022 Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning EMNLP 2022