AI tutor powered by Theory-of-Mind reasoning

An awesome & curated list for Artificial General Intelligence, an emerging inter-discipline field that combines artificial intelligence and computational cognitive sciences.

[🏆Outstanding Paper Award at ACL 2024] MMToM-QA: Multimodal Theory of Mind Question Answering

[ACL 2024] Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View

The offcial implementation of "ToM2C: Target-oriented Multi-agent Communication and Cooperation with Theory of Mind" (ICLR 2022) .

ToMBench: Benchmarking Theory of Mind in Large Language Models, ACL 2024.

AutoToM: Scaling Model-based Mental Inference via Automated Agent Modeling

[ICML 2024] Language Models Represent Beliefs of Self and Others

VU-CLTL Pepper/Nao Application Repository (Python 2)

Testing Theory of Mind (ToM) in language models with epistemic logic

Code for our SIGGRAPH 2023 paper, "Acting as Inverse Inverse Planning"

ToMATO: Verbalizing the Mental States of Role-Playing LLMs for Benchmarking Theory of Mind (AAAI2025)

This repository contains the code used for the experiments in the paper "Language Models use Lookbacks to Track Beliefs".

Code for the paper "Symmetric Machine Theory of Mind", presented at ICML 2022.

IMQ (interactive mentalizing questionnaire)

A research project into the underlying mechanisms of consciousness, and an emulation of a calculator that is conscious.

Code used to produce the figures of the academic paper "Risk Sensitivity and Theory of Mind in Human Coordination".

A predictive, substrate-agnostic theory of consciousness proposing that awareness arises from delayed sensory processing, memory integration, and recursive modeling. Applicable to both biological and artificial systems. Authored by Joshua B. Hinkson, MA · Published 2025 · Public preprint available on Academia.edu.

Material for the Moral Dynamics project -- a computational model of moral judgment by Felix Sosa, Tomer Ullman, Josh Tenenbaum, Sam Gershman, and Tobias Gerstenberg. A standing manuscript can be found here: www.mit.edu/~fsosa/papers/md.pdf

Theory of consciousness

Use Spiking Neural Networks to solve Cart Pole control problem with a solution inspired by ToM. This code is part of my Master’s Thesis code.

:monkey_face: Recreation of Theory of Mind experiment done on chimpanzees as an RL environment

This research investigates the integration of theory of mind into reinforcement learning, enabling an agent to make decisions based on the inferred beliefs and intentions of other agents and its own environmental observations.

Selfplay is a Python framework designed for simulating role-based dialogues using chatbot interactions. It provides a flexible environment for creating and testing conversational scenarios, making it ideal for research, training, and interactive applications. With built-in templates for various role-play situations, Selfplay helps automate dialogue

A grid-based environment where Pac-Man learns to act by modeling the beliefs of ghost agents. Built for research in belief-aware policies, theory of mind, and multi-agent RL.

No description provided.

“Observation Theory: A Unified Meta-Theoretical Framework of Cognition - 一个统一的认知元理论框架”

Fractal System Model (FSM) Framework - Universal Emergence Theory Patterns

A cognitive tutoring engine that diagnoses student mental models. Dynamically switches between teaching archetypes (The Illuminator, The Paradox, The Mirror) to unblock confusion or bias.

Reinforcement Learning for Human Understanding