RL for Language Agents

Zork, an early intractive fiction game released in 1977.

You can download the materials for this assignment here:

Text Adventure Game starter code

HW2

HW2 consists of two parts:

Part 1: Implementing Q-Learning in TextWorld (50pts)
Part 2: Implementing DQN in TextWorld (50pts)

Submissions should be done on Gradescope.

Grading

Recommended readings

Cote et al. 2019, Textworld.