Twist-RL: Extending Force-Based Learning to Helical Manipulation

Extended the FLEX framework to a new class of articulated motion — helical/screw joints — training a TD3 policy that transfers across robot platforms by learning in object force-space rather than joint configuration space. Built a helical joint in MuJoCo by coupling a hinge + slide joint, then validated on a Franka arm in Robosuite.