Reinforcement Learning

Synthesizing Programmatic Policy for Generalization within Task Domain IJCAI 2024 T2MAC: Targeted and Trusted Multi-Agent Communication through Selective Engagement and Evidence-Driven Integration AAAI 2024 TA&AT: Enhancing Task-Oriented Dialog with Turn-Level Auxiliary Tasks and Action-Tree Based Scheduled Sampling AAAI 2024 Tackling Non-Stationarity in Reinforcement Learning via Causal-Origin Representation ICML 2024 Tackling Stackelberg Network Interdiction against a Boundedly Rational Adversary IJCAI 2024 Tactile-Driven Non-Prehensile Object Manipulation via Extrinsic Contact Mode Control RSS 2024 Taking Action Towards Graceful Interaction: The Effects of Performing Actions on Modelling Policies for Instruction Clarification Requests EACL 2024 Taming "data-hungry" reinforcement learning? Stability in continuous state-action spaces NeurIPS 2024 TAPE: Leveraging Agent Topology for Cooperative Multi-Agent Policy Gradient AAAI 2024 Target Networks and Over-parameterization Stabilize Off-policy Bootstrapping with Function Approximation ICML 2024 TARN-VIST: Topic Aware Reinforcement Network for Visual Storytelling COLING 2024 Task Adaptation from Skills: Information Geometry, Disentanglement, and New Objectives for Unsupervised Reinforcement Learning ICLR 2024 Task-Conditioned Adaptation of Visual Features in Multi-Task Policy Learning CVPR 2024 Task-Oriented Hierarchical Object Decomposition for Visuomotor Control CoRL 2024 Task Planning for Object Rearrangement in Multi-Room Environments AAAI 2024 TaxoCritic: Exploring Credit Assignment in Taxonomy Induction with Multi-Critic Reinforcement Learning COLING 2024 TD-MPC2: Scalable, Robust World Models for Continuous Control ICLR 2024 Teaching Embodied Reinforcement Learning Agents: Informativeness and Diversity of Language Use EMNLP 2024 TEAMSTER: Model-Based Reinforcement Learning for Ad Hoc Teamwork (Abstract Reprint) AAAI 2024 Temporal-Difference Learning Using Distributed Error Signals NeurIPS 2024 Temporal Logic Specification-Conditioned Decision Transformer for Offline Safe Reinforcement Learning ICML 2024 Test-Time Regret Minimization in Meta Reinforcement Learning ICML 2024 Test Where Decisions Matter: Importance-driven Testing for Deep Reinforcement Learning NeurIPS 2024 Text-Aware Diffusion for Policy Learning NeurIPS 2024 TFWT: Tabular Feature Weighting with Transformer IJCAI 2024