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Why Reward-Based RL Is Extremely Sample Inefficient
0:06

Why Reward-Based RL Is Extremely Sample Inefficient

@cybernetic_lab · 462 views · 2026-07-31
Reinforcement LearningSample EfficiencyWorld Models
WARL: Wrench-Augmented Reinforcement Learning (IROS 2026)
0:31

WARL: Wrench-Augmented Reinforcement Learning (IROS 2026)

@kyoneda777 · 330 views · 2026-07-28
RLIROS2026Reinforcement Learning
RoboParty humanoid disturbance-resilience framework
1:05

RoboParty humanoid disturbance-resilience framework

@mikekalilmfg · 383 views · 2026-07-27
HumanoidUnitree G1Disturbance
Imitation + reinforcement learning for robust towel folding
0:06

Imitation + reinforcement learning for robust towel folding

@SciRobotics · 398 views · 2026-07-22
Imitation LearningReinforcement LearningManipulation
Agentic Real2Sim: reconstructing a physics simulator from a single video
4:15

Agentic Real2Sim: reconstructing a physics simulator from a single video

@robotsdigest · 350 views · 2026-07-22
World ModelsAgentic Real2SimPhysics simulation
RL Framework Lets Robots Autonomously Choose Gait on Uneven Terrain
0:09

RL Framework Lets Robots Autonomously Choose Gait on Uneven Terrain

@ScienceMagazine · 401 views · 2026-07-20
RLScienceRoboticsReinforcement Learning
FlexionAI: RGB-Based RL Policy Training in Simulation
1:21

FlexionAI: RGB-Based RL Policy Training in Simulation

@FlexionAI · 380 views · 2026-07-20
RLRGBSim-to-Real

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