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| Scalable Multi-modal Model Predictive Control via Duality-based Interaction Predictions | Feb 2, 2024 | Collision AvoidanceComputational Efficiency | CodeCode Available | 1 |
| OptiState: State Estimation of Legged Robots using Gated Networks with Transformer-based Vision and Kalman Filtering | Jan 30, 2024 | Model Predictive ControlState Estimation | CodeCode Available | 1 |
| Learning Local Control Barrier Functions for Hybrid Systems | Jan 26, 2024 | Autonomous RacingModel Predictive Control | CodeCode Available | 1 |
| A Comparison Benchmark for Distributed Hybrid MPC Control Methods: Distributed Vehicle Platooning | Jan 18, 2024 | Autonomous VehiclesModel Predictive Control | CodeCode Available | 1 |
| Multi-Agent Reinforcement Learning via Distributed MPC as a Function Approximator | Dec 8, 2023 | Model Predictive ControlMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| MPC-Inspired Reinforcement Learning for Verifiable Model-Free Control | Dec 8, 2023 | Deep Reinforcement LearningModel Predictive Control | CodeCode Available | 1 |
| Automated Lane Merging via Game Theory and Branch Model Predictive Control | Nov 25, 2023 | Computational EfficiencyModel Predictive Control | CodeCode Available | 1 |
| Reinforcement Learning with Model Predictive Control for Highway Ramp Metering | Nov 15, 2023 | Model-based Reinforcement LearningModel Predictive Control | CodeCode Available | 1 |
| Real-Time Machine-Learning-Based Optimization Using Input Convex Long Short-Term Memory Network | Nov 13, 2023 | Chemical ProcessComputational Efficiency | CodeCode Available | 1 |
