Reinforcement Learning

Generative Cooperative Networks for Natural Language Generation ICML 2022 Global-Aware Registration of Less-Overlap RGB-D Scans CVPR 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 Misgeneralization in Deep Reinforcement Learning ICML 2022 Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts NAACL 2022 Gradient Temporal Difference with Momentum: Stability and Convergence AAAI 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 Grounding Aleatoric Uncertainty for Unsupervised Environment Design NeurIPS 2022 Guiding Abstractive Dialogue Summarization with Content Planning EMNLP 2022 Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization ACL 2022 Hindsight Network Credit Assignment: Efficient Credit Assignment in Networks of Discrete Stochastic Units AAAI 2022 How to Leverage Unlabeled Data in Offline Reinforcement Learning ICML 2022 How to Reduce Action Space for Planning Domains? (Student Abstract) AAAI 2022 How to talk so AI will learn: Instructions, descriptions, and autonomy NeurIPS 2022 HyperTree Proof Search for Neural Theorem Proving NeurIPS 2022 I2Q: A Fully Decentralized Q-Learning Algorithm NeurIPS 2022 iGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control AAAI 2022 IMED-RL: Regret optimal learning of ergodic Markov decision processes NeurIPS 2022 Imitating Past Successes can be Very Suboptimal NeurIPS 2022 Implicitly Regularized RL with Implicit Q-values AISTATS 2022 Improved Regret for Differentially Private Exploration in Linear MDP ICML 2022 Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards EMNLP 2022