ActInf GuestStream 075.1 ~ Matsumura et al.: "Active Inference With Empathy Mechanism""
Active Inference With Empathy Mechanism for Socially Behaved Artificial Agents in Diverse Situations
Tadayuki Matsumura, Hiroyuki Mizuno, Kanako Esaki
松村忠幸, 水野弘之, 江﨑佳奈子
https://direct.mit.edu/artl/article/d...
This article proposes a method for an artificial agent to behave in a social manner. Although defining proper social behavior is difficult because it differs from situation to situation, the agent following the proposed method adaptively behaves appropriately in each situation by empathizing with the surrounding others. The proposed method is achieved by incorporating empathy into active inference. We evaluated the proposed method regarding control of autonomous mobile robots in diverse situations. From the evaluation results, an agent controlled by the proposed method could behave more adaptively socially than an agent controlled by the standard active inference in the diverse situations. In the case of two agents, the agent controlled with the proposed method behaved in a social way that reduced the other agent’s travel distance by 13.7% and increased the margin between the agents by 25.8%, even though it increased the agent’s travel distance by 8.2%. Also, the agent controlled with the proposed method behaved more socially when it was surrounded by altruistic others but less socially when it was surrounded by selfish others.
Active Inference Institute information:
Website: https://activeinference.org/
Twitter: https://twitter.com/InferenceActive
Discord: https://discord.gg/8VNKNp4jtx
YouTube: https://www.youtube.com/c/ActiveInfer...
Active Inference Livestreams: https://coda.io/@active-inference-ins...
-
LIVE
Savanah Hernandez
1 hour agoThis is your country on DEI
1,302 watching -
2:03:07
The Quartering
6 hours agoTrump CRUSHES Biden At Rally, Pelosi ABANDONS Support, Inflation Crushing Gen Z & F-16 For Ukraine
30.4K22 -
LIVE
Mally_Mouse
1 hour agoLet's Talk About It - LIVE
516 watching -
55:12
The Nima Yamini Show
1 hour agoLILLY X NIMA YAMINI
3.52K1 -
30:33
Standpoint with Gabe Groisman
3 hours agoEp. 36. Trump's Path Back to the White House. Lee Zeldin
7.45K4 -
38:53
RepMattGaetz
2 hours agoEpisode 169 LIVE: The Unprotected Class (feat. Jeremy Carl) – Firebrand with Matt Gaetz
14.4K8 -
2:25:32
Winston Marshall
5 hours agoPopulism THREATENS The Deep State: Here's Why…with Mike Benz | The Winston Marshall Show #021
33.4K31 -
1:15:39
Michael Franzese
1 day agoPablo Escobar's Pilot Reveals Insane Drug Cartel Story! | Sitdown with Roger Reaves
27.1K9 -
1:11:40
Russell Brand
5 hours agoDISASTER For Joe! Establishment ready to DUMP Biden | NATO wants WAR! - SF 404
119K209 -
1:03:28
The Kevin Trudeau Show
2 hours agoThe Answers To Health, Wealth, & Happiness | The Kevin Trudeau Show | Ep. 29
12.5K7