Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Language Expansion In Text-Based Games   Text-based games are suitable test-beds for designing agents that can learn
by interaction with the environment in the form of natural language text. Very
recently, deep reinforcement learning based agents have been successfully
applied for playing text-based games. In this paper, we explore the possibility
of designing a single agent to play several text-based games and of expanding
the agent's vocabulary using the vocabulary of agents trained for multiple
games. To this extent, we explore the application of recently proposed policy
distillation method for video games to the text-based game setting. We also use
text-based games as a test-bed to analyze and hence understand policy
distillation approach in detail.

10
The categories of this paper are: q-bio
14
The categories of this paper are: math-ph
3
The categories of this paper are: physics
34
The categories of this paper are: chem-ph
37
The categories of this paper are: supr-con
32
The categories of this paper are: atom-ph
18
The categories of this paper are: econ
25
The categories of this paper are: patt-sol
30
The categories of this paper are: q-alg
35
The categories of this paper are: mtrl-th
23
The categories of this paper are: solv-int
29
The categories of this paper are: funct-an
24
The categories of this paper are: dg-ga
0
The categories of this paper are: hep-ph
5
The categories of this paper are: gr-qc
33
The categories of this paper are: plasm-ph