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Machine Learning

π0: A Vision-Language-Action Flow Model for General Robot Control

π0 is a vision-language-action flow model that enables general, dexterous robot control across diverse robotic platforms.

2410.24164
Machine Learning

Reinforcement Learning Enables Scaling Generalist Robot Policy Improvement

Reinforcement learning enables generalist robot policies to simultaneously improve across multiple diverse tasks.

2611.06905
Natural Language Processing

ConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions

ConInstruct evaluates how large language models detect and resolve conflicting constraints in user prompts.

2511.14342
Robotics

Vision Language Action Models in Robotic Manipulation: A Systematic Review

A comprehensive review of 102 Vision Language Action models, foundational datasets, and simulators for robotic manipulation.

2507.10672
Cryptography & Security

Reverse Engineering Structure and Semantics of Input of a Binary Executable

Recover binary input formats and semantic field relations using dynamic taint analysis.

2405.14052
Robotics

Learning Deployable Locomotion Control via Differentiable Simulation

First successful sim-to-real transfer of legged locomotion learned via differentiable simulation using a novel contact model.

2404.02887
Artificial Intelligence

Useful Memories Become Faulty When Continuously Updated by LLMs

Continuously updated LLM consolidated memories degrade over time, often falling below no-memory baselines.

2605.12978
Robotics

Robotic Data Inoculation

Data Inoculation uses a residual policy during teleoperation to actively expose robots to failure states and collect recovery data.

2610.39054
Software Engineering

BGPFuzz: Automated Configuration Fuzzing of the Border Gateway Protocol

BGPFuzz is a stateful fuzzing framework that automatically discovers BGP routing misconfigurations using virtualized network testbeds.

2512.05358

Exploring the Potential of QEEGNet for Cross-Task and Cross-Dataset Electroencephalography Encoding with Quantum Machine Learning

We evaluate QEEGNet, a hybrid quantum-classical neural network, for cross-dataset EEG decoding and generalization.

2503.00080
Robotics

METATRON: A Promptable Whole-Body Execution Layer for Humanoids

Metatron is a promptable whole-body execution layer that unifies humanoid control through a frozen base policy and programmable skills.

2610.38027
Neural & Evolutionary Computing

Local Budget Benefits, Population Commitment, and Solver Performance: A DGO Case Study with Controlled DE Transfer

This paper introduces Da Gou Gun Optimization (DGO) to analyze local search benefits, population commitment, and overall solver performance.

2610.41099

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