Model Predictive Control

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Unlocking feedforward capabilities in Model Predictive Control algorithms to deal with measurable disturbances

ย ๐Ÿ“Trajectory Optimization ย Content type: Academic
arxiv.orgยท

Reinforcement Learning and Optimal Control Book (RIP Dimitri Bertsekas)

ย ๐Ÿ“Trajectory Optimization ย Content type: Academic
web.mit.eduยทยทHacker News
Less-relevant results

Model predictive task sampling for efficient and robust adaptation

ย ๐Ÿ“Trajectory Optimization ย Content type: Academic
nature.comยท

Slow Token, Fast Action โ€“ Learning in Robotics

ย ๐Ÿ“ŠBehavioral Economics ย Content type: Blog
atomsfrontier.substack.comยทยทSubstack

MODIP: Efficient Model-Based Optimization for Diffusion Policies

ย ๐Ÿ“Trajectory Optimization ย Content type: Academic
arxiv.orgยท

Show HN: Lore โ€“ LLM proxy for coding agent context and memory management

ย ๐Ÿ”ตJulia
withlore.aiยทยทHacker News

BioByte 162: The Hype of Virtual Cells, ESMC's AlphaFold3-Like Performance, and the Prediction of Antibody Non-Specificity

ย ๐Ÿ”ตJulia ย Content type: Blog
decodingbio.substack.comยทยทSubstack

IMPACT: Learning Internal-Model Predictive Control for Forceful Robotic Manipulation

ย ๐Ÿ“Trajectory Optimization ย Content type: Academic
arxiv.orgยท

Adaptive Model Predictive Control of Nonlinear Generic Urban Air Mobility Using Linear Parameter-Varying Systems

ย ๐Ÿ“Trajectory Optimization ย Content type: Academic
arxiv.orgยท

Forecast and Model Predictive Control of Distributed Energy Resource Aggregators for Net-Demand Balancing

ย ๐Ÿ Home Automation ย Content type: Academic
arxiv.orgยท

Amortized Nonlinear Model Predictive Control

ย ๐Ÿ“Trajectory Optimization ย Content type: Academic
arxiv.orgยท

MPC for nonlinear systems: a comparative review of discretization methods

ย ๐Ÿ“Trajectory Optimization ย Content type: Academic
arxiv.orgยท

Merging model-based control with multi-agent reinforcement learning for multi-agent cooperative teaming strategies

ย ๐Ÿ“Trajectory Optimization ย Content type: Academic
arxiv.orgยท

Learning Predictive Control with Deep Koopman Operators for Autonomous Vehicle Motion Planning

ย ๐Ÿ“Trajectory Optimization ย Content type: Academic
arxiv.orgยท

Unifying Object-Centric World Models and Diffusion Policy: A Hierarchical Framework for Multi-Stage Robotic Tasks

ย ๐Ÿ“Trajectory Optimization ย Content type: Academic
arxiv.orgยท

Distribution-Free Risk-Aware Planning and Control Under Uncertainty Using Conformal Spectral Risk Control

ย ๐Ÿ“Trajectory Optimization ย Content type: Academic
arxiv.orgยท

X-OP: Cross-Morphology Whole-Body Teleoperation via MPC Retargeting

ย ๐Ÿ—ฃ๏ธLinguistics ย Content type: Academic
arxiv.orgยท

Benchmarking Sequential Feedback Optimization for Wind Farm Power Maximization

ย ๐Ÿ“Trajectory Optimization ย Content type: Academic
arxiv.orgยท

Rapid co-design of Buoyancy-assisted robots for Challenging Locomotion using Gaussian Evolutionary Specialists

ย ๐Ÿ—ฃ๏ธLinguistics ย Content type: Academic
arxiv.orgยท

Safe, Fluent and Acceptable Motion Generation and Execution for Human--Robot Interaction in Manufacturing Environments

ย ๐ŸฆพRobotics ย Content type: Academic
arxiv.orgยท

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