Reinforcement Learning

Global Convergence of Direct Policy Search for State-Feedback H_∞ Robust Control: A Revisit of Nonsmooth Synthesis with Goldstein Subdifferential NeurIPS 2022 Globally Convergent Policy Search for Output Estimation NeurIPS 2022 Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes AAAI 2022 Global Optimality and Finite Sample Analysis of Softmax Off-Policy Actor Critic under State Distribution Mismatch JMLR 2022 Goal-Conditioned Reinforcement Learning: Problems and Solutions IJCAI 2022 Goal Consistency: An Effective Multi-Agent Cooperative Method for Multistage Tasks IJCAI 2022 Goal-Directed Planning via Hindsight Experience Replay ICLR 2022 Goal Misgeneralization in Deep Reinforcement Learning ICML 2022 Goal-oriented Vision-and-Dialog Navigation via Reinforcement Learning EMNLP 2022 Goal Recognition as Reinforcement Learning AAAI 2022 GPT-Critic: Offline Reinforcement Learning for End-to-End Task-Oriented Dialogue Systems ICLR 2022 Gradient Information Matters in Policy Optimization by Back-propagating through Model ICLR 2022 Gradient Temporal Difference with Momentum: Stability and Convergence AAAI 2022 Graph Inverse Reinforcement Learning from Diverse Videos CoRL 2022 Graph Partitioning and Sparse Matrix Ordering using Reinforcement Learning and Graph Neural Networks JMLR 2022 GRASP: Navigating Retrosynthetic Planning with Goal-driven Policy NeurIPS 2022 Greedification Operators for Policy Optimization: Investigating Forward and Reverse KL Divergences JMLR 2022 Greedy based Value Representation for Optimal Coordination in Multi-agent Reinforcement Learning ICML 2022 GriddlyJS: A Web IDE for Reinforcement Learning NeurIPS 2022 Grounded Reinforcement Learning: Learning to Win the Game under Human Commands NeurIPS 2022 Grounding Aleatoric Uncertainty for Unsupervised Environment Design NeurIPS 2022 Guarantees for Epsilon-Greedy Reinforcement Learning with Function Approximation ICML 2022 Guiding Abstractive Dialogue Summarization with Content Planning EMNLP 2022 Habitat-Web: Learning Embodied Object-Search Strategies From Human Demonstrations at Scale CVPR 2022 Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization ACL 2022