Bit-to-bit Gridworld experiment for Temporal difference network with history
Train TD network on bit-to-bit gridworld:
python bit_to_bit_gridworld_exp_TD0.py
Interactive GUI tool to play around bit-to-bit gridworld:
python bit_to_bit_gridworld_GUI_interactive.py
To read more about TD network:
1.Sutton, R. S., Tanner, B. (2005) Temporal-Difference Networks
2.Sutton, R. S., Rafols, E. J., Koop, A. (2006). Temporal abstraction in temporal-difference networks
3.Tanner, B., Sutton, R. S. (2005) TD(lambda) Networks: Temporal-Difference Networks with Eligibility Traces
4.Tanner, B., Sutton, R. S. (2005) Temporal-Difference Networks with History