Workshop: making real-world RL practical

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A workshop focused on making real-world RL practical, gathering community perspectives on challenges and the next important problems to solve.

强化学习 RL reinforcement learning 真实世界RL real-world RL 机器人学习 robot learning 具身智能 embodied AI workshop 研讨会 research yigitkkorkmaz Twitter

Category: research

Author: @yigitkkorkmaz

Date: 2026-08-31T00:00:00

Duration: 44.791s

Source: https://x.com/yigitkkorkmaz/status/2094539057229447588

FACT: Learning from failure in robot learning

FACT: Learning from failure in robot learning

@QuanquanPeng03 · 12 views · 2026-08-12

具身智能Embodied AI机器人学习

Why Reward-Based RL Is Extremely Sample Inefficient

Why Reward-Based RL Is Extremely Sample Inefficient

@cybernetic_lab · 11 views · 2026-07-31

强化学习reinforcement learningsample efficiency

GEN-1: embodied foundation model for diverse end effectors

GEN-1: embodied foundation model for diverse end effectors

@GeneralistAI · 9 views · 2026-07-23

具身智能embodied AIGEN-1

Embodied reasoning models getting even better

Embodied reasoning models getting even better

@ArmenAgha · 9 views · 2026-07-22

具身智能embodied AI推理

Imitation + reinforcement learning for robust towel folding

Imitation + reinforcement learning for robust towel folding

@SciRobotics · 6 views · 2026-07-22

模仿学习imitation learning强化学习

GEN-1.5: A One-Shot Learner That Masters New Tasks in Seconds

GEN-1.5: A One-Shot Learner That Masters New Tasks in Seconds

@GeneralistAI · 7 views · 2026-08-19

机器人学习robot learningone-shot learning