diff --git a/docs/use_cases/agent_simulations.md b/docs/use_cases/agent_simulations.md
index bcbcc3aa68..3afce3f7ca 100644
--- a/docs/use_cases/agent_simulations.md
+++ b/docs/use_cases/agent_simulations.md
@@ -8,8 +8,9 @@ Agent simulations generally involve two main components:
 
 Specific implementations of agent simulations (or parts of agent simulations) include
 
-## CAMEL
-- [CAMEL](agent_simulations/camel_role_playing.ipynb): an implementation of the CAMEL (Communicative Agents for “Mind” Exploration of Large Scale Language Model Society) paper, where two agents communicate with eachother.
+## Simulations with Two Agents
+- [CAMEL](agent_simulations/camel_role_playing.ipynb): an implementation of the CAMEL (Communicative Agents for “Mind” Exploration of Large Scale Language Model Society) paper, where two agents communicate with each other.
+- [Two Player D&D](agent_simulations/two_player_dnd.ipynb): an example of how to use a generic simulator for two agents to implement a variant of the popular Dungeons & Dragons role playing game.
 
 ## Generative Agents
 - [Generative Agents](agent_simulations/characters.ipynb): This notebook implements a generative agent based on the paper [Generative Agents: Interactive Simulacra of Human Behavior](https://arxiv.org/abs/2304.03442) by Park, et. al.