Showing 1–20 of 23 results
/ Date/ Name
Jul 11, 2020A Unified Linear Speedup Analysis of Federated Averaging and Nesterov FedAvgJan 24, 2022Learning to Act with Affordance-Aware Multimodal Neural SLAMNov 10, 2021LUMINOUS: Indoor Scene Generation for Embodied AI ChallengesJan 21, 2022Learning Two-Step Hybrid Policy for Graph-Based Interpretable Reinforcement LearningFeb 19, 2017Collaborative Deep Reinforcement LearningJun 24, 2019Ranking Policy GradientFeb 18, 2018Efficient Collaborative Multi-Agent Deep Reinforcement Learning for Large-Scale Fleet ManagementApr 1, 2020Learning Sparse Rewarded Tasks from Sub-Optimal DemonstrationsFeb 25, 2021Off-Policy Imitation Learning from ObservationsAug 26, 2022CH-MARL: A Multimodal Benchmark for Cooperative, Heterogeneous Multi-Agent Reinforcement LearningMay 21, 2023Automated Few-shot Classification with Instruction-Finetuned Language ModelsFeb 27, 2022DialFRED: Dialogue-Enabled Agents for Embodied Instruction FollowingNov 24, 2020PowerNet: Multi-agent Deep Reinforcement Learning for Scalable Powergrid ControlSep 16, 2020Transfer Learning in Deep Reinforcement Learning: A SurveyFeb 18, 2018Improving Mild Cognitive Impairment Prediction via Reinforcement Learning and Dialogue SimulationDec 17, 2024Proposer-Agent-Evaluator(PAE): Autonomous Skill Discovery For Foundation Model Internet AgentsJan 10, 2024Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-TalkFeb 13, 2025Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMsFeb 19, 2018Differentially Private Generative Adversarial NetworkJun 21, 2025Aligning Frozen LLMs by Reinforcement Learning: An Iterative Reweight-then-Optimize Approach