Web: https://www.reddit.com/r/reinforcementlearning/comments/shnfxe/help_in_modeling_statesobservations/

Feb. 1, 2022, 5:45 a.m. | /u/AhmedNizam_

Reinforcement Learning reddit.com


I have a problem in Multi-Agent RL, where agents need to navigate the environment searching for an object. I use PPO with actor/critic networks being Convolutional Nets. An agent observes it's own location, the search history, and other agents' locations. These observations are in the form of grid maps (the search area is represented as a grid map, as shown below). The actor network for an agent takes these 3 maps and produces an action.

Own Location, Other Agents' …

modeling reinforcementlearning

Director, Data Science (Advocacy & Nonprofit)

@ Civis Analytics | Remote

Data Engineer

@ Rappi | [CO] Bogotá

Data Scientist V, Marketplaces Personalization (Remote)

@ ID.me | United States (U.S.)

Product OPs Data Analyst (Flex/Remote)

@ Scaleway | Paris

Big Data Engineer

@ Risk Focus | Riga, Riga, Latvia

Internship Program: Machine Learning Backend

@ Nextail | Remote job