Reinforcement Learning

Training Transition Policies via Distribution Matching for Complex Tasks ICLR 2022 Transferring Hierarchical Structures with Dual Meta Imitation Learning CoRL 2022 Transfer RL across Observation Feature Spaces via Model-Based Regularization ICLR 2022 Transform2Act: Learning a Transform-and-Control Policy for Efficient Agent Design ICLR 2022 Transformer-based Working Memory for Multiagent Reinforcement Learning with Action Parsing NeurIPS 2022 Transformers are Meta-Reinforcement Learners ICML 2022 Triple-Q: A Model-Free Algorithm for Constrained Reinforcement Learning with Sublinear Regret and Zero Constraint Violation AISTATS 2022 Truly Deterministic Policy Optimization NeurIPS 2022 Truncated Emphatic Temporal Difference Methods for Prediction and Control JMLR 2022 Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning ICLR 2022 Trust Region Policy Optimization with Optimal Transport Discrepancies: Duality and Algorithm for Continuous Actions NeurIPS 2022 TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning NeurIPS 2022 UCSM-DNN: User and Card Style Modeling with Deep Neural Networks for Personalized Game AI AAAI 2022 ULN: Towards Underspecified Vision-and-Language Navigation EMNLP 2022 Uncertainty-Aware Reinforcement Learning for Risk-Sensitive Player Evaluation in Sports Game NeurIPS 2022 Uncertainty Estimation Using Riemannian Model Dynamics for Offline Reinforcement Learning NeurIPS 2022 Understanding and Leveraging Overparameterization in Recursive Value Estimation ICLR 2022 Understanding Policy Gradient Algorithms: A Sensitivity-Based Approach ICML 2022 Understanding the Eluder Dimension NeurIPS 2022 Understanding the Evolution of Linear Regions in Deep Reinforcement Learning NeurIPS 2022 Understanding the Limits of Poisoning Attacks in Episodic Reinforcement Learning IJCAI 2022 Universally Expressive Communication in Multi-Agent Reinforcement Learning NeurIPS 2022 Unpacking Reward Shaping: Understanding the Benefits of Reward Engineering on Sample Complexity NeurIPS 2022 Unsupervised Reinforcement Learning in Multiple Environments AAAI 2022 Unsupervised Reinforcement Learning with Contrastive Intrinsic Control NeurIPS 2022