Jun Hao Alvin Ng

Generalised Task Planning with First-Order Function Approximation

Real world robotics often operates in uncertain and dynamic environments where generalisation over different scenarios is of practical interest. In the absence of a model, value-based reinforcement learning can be used to learn a goal-directed policy. Typically, the interaction between robots and th…