Multiagent Inverse Reinforcement Learning via Theory of Mind Reasoning Feb 20, 2023 reinforcement-learning Reinforcement Learning
Code Code Available Reinforcement Learning with Function Approximation: From Linear to Nonlinear Feb 20, 2023 reinforcement-learning Reinforcement Learning
— Unverified Safe Deep Reinforcement Learning by Verifying Task-Level Properties Feb 20, 2023 Deep Reinforcement Learning reinforcement-learning
— Unverified Backstepping Temporal Difference Learning Feb 20, 2023 Reinforcement Learning (RL)
— Unverified Differentiable Arbitrating in Zero-sum Markov Games Feb 20, 2023 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Demonstration-Guided Reinforcement Learning with Efficient Exploration for Task Automation of Surgical Robot Feb 20, 2023 Efficient Exploration reinforcement-learning
Code Code Available Auto.gov: Learning-based Governance for Decentralized Finance (DeFi) Feb 19, 2023 Reinforcement Learning (RL)
Code Code Available Compositionality and Bounds for Optimal Value Functions in Reinforcement Learning Feb 19, 2023 reinforcement-learning Reinforcement Learning
— Unverified Interactive Video Corpus Moment Retrieval using Reinforcement Learning Feb 19, 2023 Moment Retrieval reinforcement-learning
— Unverified AutoDOViz: Human-Centered Automation for Decision Optimization Feb 19, 2023 AutoML reinforcement-learning
— Unverified Robust and Versatile Bipedal Jumping Control through Reinforcement Learning Feb 19, 2023 reinforcement-learning Reinforcement Learning
— Unverified Generalization in Visual Reinforcement Learning with the Reward Sequence Distribution Feb 19, 2023 reinforcement-learning Reinforcement Learning
Code Code Available Reinforcement Learning in the Wild with Maximum Likelihood-based Model Transfer Feb 18, 2023 reinforcement-learning Reinforcement Learning (RL)
— Unverified Natural Language-conditioned Reinforcement Learning with Inside-out Task Language Development and Translation Feb 18, 2023 Instruction Following Reinforcement Learning (RL)
— Unverified HOPE: Human-Centric Off-Policy Evaluation for E-Learning and Healthcare Feb 18, 2023 Off-policy evaluation Reinforcement Learning (RL)
— Unverified Effective Multimodal Reinforcement Learning with Modality Alignment and Importance Enhancement Feb 18, 2023 reinforcement-learning Reinforcement Learning
— Unverified Efficient Exploration via Epistemic-Risk-Seeking Policy Optimization Feb 18, 2023 Deep Reinforcement Learning Efficient Exploration
— Unverified Promoting Cooperation in Multi-Agent Reinforcement Learning via Mutual Help Feb 18, 2023 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Mixed Traffic Control and Coordination from Pixels Feb 17, 2023 Reinforcement Learning (RL)
— Unverified Robot path planning using deep reinforcement learning Feb 17, 2023 Autonomous Navigation Deep Reinforcement Learning
— Unverified Deep Reinforcement Learning for mmWave Initial Beam Alignment Feb 17, 2023 Deep Reinforcement Learning reinforcement-learning
— Unverified Post Reinforcement Learning Inference Feb 17, 2023 counterfactual Off-policy evaluation
Code Code Available Data Driven Reward Initialization for Preference based Reinforcement Learning Feb 17, 2023 reinforcement-learning Reinforcement Learning
— Unverified Learning to Forecast Aleatoric and Epistemic Uncertainties over Long Horizon Trajectories Feb 17, 2023 reinforcement-learning Reinforcement Learning (RL)
— Unverified A State Augmentation based approach to Reinforcement Learning from Human Preferences Feb 17, 2023 reinforcement-learning Reinforcement Learning
— Unverified Exploiting Unlabeled Data for Feedback Efficient Human Preference based Reinforcement Learning Feb 17, 2023 reinforcement-learning Reinforcement Learning (RL)
— Unverified Swapped goal-conditioned offline reinforcement learning Feb 17, 2023 Offline RL reinforcement-learning
Code Code Available Dual RL: Unification and New Methods for Reinforcement and Imitation Learning Feb 16, 2023 Imitation Learning Offline RL
Code Code Available Quantum Computing Provides Exponential Regret Improvement in Episodic Reinforcement Learning Feb 16, 2023 reinforcement-learning Reinforcement Learning
— Unverified Tuning computer vision models with task rewards Feb 16, 2023 Colorization Image Captioning
— Unverified Reinforcement Learning Based Power Grid Day-Ahead Planning and AI-Assisted Control Feb 15, 2023 Management reinforcement-learning
— Unverified Deep Offline Reinforcement Learning for Real-world Treatment Optimization Applications Feb 15, 2023 Decision Making Management
— Unverified Optimal Sample Complexity of Reinforcement Learning for Mixing Discounted Markov Decision Processes Feb 15, 2023 reinforcement-learning Reinforcement Learning (RL)
— Unverified Scalable Multi-Agent Reinforcement Learning with General Utilities Feb 15, 2023 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Prioritized offline Goal-swapping Experience Replay Feb 15, 2023 reinforcement-learning Reinforcement Learning (RL)
— Unverified CERiL: Continuous Event-based Reinforcement Learning Feb 15, 2023 reinforcement-learning Reinforcement Learning
— Unverified Meta-Reinforcement Learning via Exploratory Task Clustering Feb 15, 2023 Clustering Meta Reinforcement Learning
— Unverified Learning a model is paramount for sample efficiency in reinforcement learning control of PDEs Feb 14, 2023 Reinforcement Learning (RL)
Code Code Available Deep Reinforcement Learning for Multi-user Massive MIMO with Channel Aging Feb 14, 2023 Deep Reinforcement Learning Management
— Unverified Quantum algorithms applied to satellite mission planning for Earth observation Feb 14, 2023 Earth Observation reinforcement-learning
— Unverified To Risk or Not to Risk: Learning with Risk Quantification for IoT Task Offloading in UAVs Feb 14, 2023 Decision Making Deep Reinforcement Learning
— Unverified Constrained Decision Transformer for Offline Safe Reinforcement Learning Feb 14, 2023 reinforcement-learning Reinforcement Learning
Code Code Available Regret-Based Defense in Adversarial Reinforcement Learning Feb 14, 2023 Deep Reinforcement Learning reinforcement-learning
Code Code Available Semiconductor Fab Scheduling with Self-Supervised and Reinforcement Learning Feb 14, 2023 reinforcement-learning Reinforcement Learning
Code Code Available On Modeling Long-Term User Engagement from Stochastic Feedback Feb 13, 2023 Recommendation Systems Reinforcement Learning (RL)
— Unverified Automatic Noise Filtering with Dynamic Sparse Training in Deep Reinforcement Learning Feb 13, 2023 Deep Reinforcement Learning reinforcement-learning
Code Code Available A Lifetime Extended Energy Management Strategy for Fuel Cell Hybrid Electric Vehicles via Self-Learning Fuzzy Reinforcement Learning Feb 13, 2023 energy management Management
— Unverified Guiding Pretraining in Reinforcement Learning with Large Language Models Feb 13, 2023 Common Sense Reasoning Language Modeling
Code Code Available Universal Agent Mixtures and the Geometry of Intelligence Feb 13, 2023 Multi-agent Reinforcement Learning Reinforcement Learning (RL)
— Unverified Robust Representation Learning by Clustering with Bisimulation Metrics for Visual Reinforcement Learning with Distractions Feb 12, 2023 Clustering Reinforcement Learning (RL)
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