Model-Free Reinforcement Learning for Asset Allocation Sep 21, 2022 Management model
— Unverified Whittle Index based Q-Learning for Wireless Edge Caching with Linear Function Approximation Feb 26, 2022 Edge-computing Q-Learning
— Unverified Model-Free Reinforcement Learning for Optimal Control of MarkovDecision Processes Under Signal Temporal Logic Specifications Sep 27, 2021 Motion Planning reinforcement-learning
— Unverified Model-free Reinforcement Learning for Robust Locomotion using Demonstrations from Trajectory Optimization Jul 14, 2021 reinforcement-learning Reinforcement Learning (RL)
— Unverified Model-Free Reinforcement Learning: from Clipped Pseudo-Regret to Sample Complexity Jun 6, 2020 reinforcement-learning Reinforcement Learning (RL)
— Unverified Model-free Representation Learning and Exploration in Low-rank MDPs Feb 14, 2021 Reinforcement Learning (RL) Representation Learning
— Unverified Model-Free Risk-Sensitive Reinforcement Learning Nov 4, 2021 Decision Making model
— Unverified Model-Free RL Agents Demonstrate System 1-Like Intentionality Jan 30, 2025 Jurisprudence Reinforcement Learning (RL)
— Unverified Robust Reinforcement Learning using Least Squares Policy Iteration with Provable Performance Guarantees Jun 20, 2020 OpenAI Gym reinforcement-learning
— Unverified Model-Free Unsupervised Learning for Optimization Problems with Constraints Jul 30, 2019 reinforcement-learning Reinforcement Learning
— Unverified Model Generation with Provable Coverability for Offline Reinforcement Learning Jun 1, 2022 Offline RL Out-of-Distribution Generalization
— Unverified Model Imitation for Model-Based Reinforcement Learning Sep 25, 2019 model Model-based Reinforcement Learning
— Unverified Modeling Adaptive Platoon and Reservation Based Autonomous Intersection Control: A Deep Reinforcement Learning Approach Jun 24, 2022 Autonomous Vehicles Deep Reinforcement Learning
— Unverified Modeling and Interpreting Real-world Human Risk Decision Making with Inverse Reinforcement Learning Jun 13, 2019 Decision Making reinforcement-learning
— Unverified Modeling Cyber-Physical Human Systems via an Interplay Between Reinforcement Learning and Game Theory Oct 11, 2019 Reinforcement Learning Reinforcement Learning (RL)
— Unverified Modeling Fake News in Social Networks with Deep Multi-Agent Reinforcement Learning Sep 25, 2019 Multi-agent Reinforcement Learning Q-Learning
— Unverified CogReact: A Reinforced Framework to Model Human Cognitive Reaction Modulated by Dynamic Intervention Jan 15, 2023 Deep Reinforcement Learning Logical Reasoning
— Unverified Modeling Human Reading with Neural Attention Aug 19, 2016 reinforcement-learning Reinforcement Learning
— Unverified Modeling human road crossing decisions as reward maximization with visual perception limitations Jan 27, 2023 Deep Reinforcement Learning Reinforcement Learning (RL)
— Unverified Modeling Interactions of Autonomous Vehicles and Pedestrians with Deep Multi-Agent Reinforcement Learning for Collision Avoidance Sep 30, 2021 Autonomous Vehicles Collision Avoidance
— Unverified Modeling Mobile Health Users as Reinforcement Learning Agents Dec 1, 2022 Decision Making reinforcement-learning
— Unverified Modeling Others using Oneself in Multi-Agent Reinforcement Learning Feb 26, 2018 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Modeling Risk in Reinforcement Learning: A Literature Mapping Dec 8, 2023 Management reinforcement-learning
— Unverified Modeling Sensorimotor Coordination as Multi-Agent Reinforcement Learning with Differentiable Communication Sep 12, 2019 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Modeling Survival in model-based Reinforcement Learning Apr 18, 2020 Decision Making model
— Unverified Modeling the Formation of Social Conventions from Embodied Real-Time Interactions Feb 16, 2018 Decision Making Fairness
— Unverified Modeling the Interaction between Agents in Cooperative Multi-Agent Reinforcement Learning Feb 10, 2021 continuous-control Continuous Control
— Unverified Modeling the Long Term Future in Model-Based Reinforcement Learning May 1, 2019 Imitation Learning Model-based Reinforcement Learning
— Unverified Modeling Unseen Environments with Language-guided Composable Causal Components in Reinforcement Learning May 13, 2025 Meta-Learning Reinforcement Learning (RL)
— Unverified Model-Invariant State Abstractions for Model-Based Reinforcement Learning Feb 19, 2021 continuous-control Continuous Control
— Unverified Model Inversion Attacks against Graph Neural Networks Sep 16, 2022 model Reinforcement Learning (RL)
— Unverified ModelLight: Model-Based Meta-Reinforcement Learning for Traffic Signal Control Nov 15, 2021 Meta-Learning Meta Reinforcement Learning
— Unverified Modelling Cooperation in Network Games with Spatio-Temporal Complexity Feb 13, 2021 Deep Reinforcement Learning Management
— Unverified Modelling Generalized Forces with Reinforcement Learning for Sim-to-Real Transfer Oct 21, 2019 reinforcement-learning Reinforcement Learning
— Unverified Modelling Human Kinetics and Kinematics during Walking using Reinforcement Learning Mar 15, 2021 Deep Reinforcement Learning reinforcement-learning
— Unverified Modelling resource allocation in uncertain system environment through deep reinforcement learning Jun 17, 2021 Deep Reinforcement Learning reinforcement-learning
— Unverified Modelling Stock-market Investors as Reinforcement Learning Agents [Correction] Sep 20, 2016 Decision Making Q-Learning
— Unverified Modelling the Dynamic Joint Policy of Teammates with Attention Multi-agent DDPG Nov 13, 2018 Reinforcement Learning Reinforcement Learning (RL)
— Unverified Modelling Working Memory using Deep Recurrent Reinforcement Learning Sep 11, 2019 Decision Making reinforcement-learning
— Unverified Model Mediated Teleoperation with a Hand-Arm Exoskeleton in Long Time Delays Using Reinforcement Learning Jul 1, 2021 Reinforcement Learning (RL)
— Unverified Model-predictive control and reinforcement learning in multi-energy system case studies Apr 20, 2021 Benchmarking Model Predictive Control
— Unverified Model Predictive Control and Reinforcement Learning: A Unified Framework Based on Dynamic Programming Jun 2, 2024 Model Predictive Control Reinforcement Learning (RL)
— Unverified Model Predictive Control via On-Policy Imitation Learning Oct 17, 2022 Imitation Learning model
— Unverified Model-Reference Reinforcement Learning Control of Autonomous Surface Vehicles with Uncertainties Mar 30, 2020 Autonomous Vehicles Deep Reinforcement Learning
— Unverified Model-Reference Reinforcement Learning for Collision-Free Tracking Control of Autonomous Surface Vehicles Aug 17, 2020 Collision Avoidance Deep Reinforcement Learning
— Unverified Model Selection for Off-policy Evaluation: New Algorithms and Experimental Protocol Feb 11, 2025 Model Selection Off-policy evaluation
— Unverified Model Selection in Reinforcement Learning with General Function Approximations Jul 6, 2022 Model Selection Multi-Armed Bandits
— Unverified Model Selection for Generic Reinforcement Learning Jul 13, 2021 model Model Selection
— Unverified Modified Actor-Critics Jul 2, 2019 Deep Reinforcement Learning reinforcement-learning
— Unverified Modifying RL Policies with Imagined Actions: How Predictable Policies Can Enable Users to Perform Novel Tasks Dec 10, 2023 Reinforcement Learning (RL)
— Unverified 