Overcoming the Limitations of Reinforcement Learning: Live AIRIS Demo @SingularityNET
Overcoming the Limitations of Reinforcement Learning: Live AIRIS Demo  @SingularityNET
Uploaded September 2024 | Updated September 2026, 2 hours ago
Join us this Tuesday, September 3rd, 2024, at 6 pm UTC for a new ‘SingularityNET’s Technical Tuesdays’ session for a LIVE Minecraft demo of the Autonomous Intelligent Reinforcement Inferred Symbolism (AIRIS) experiential learning system. During the Demo, we'll be discussing:

- How AIRIS enables causality-based artificial intelligent agents;
- How AIRIS can help to increase the generality of autonomous agents and the data efficiency of learning goal-directed behaviors;
- The strengths and limitations of Reinforcement Learning and where AIRIS can be particularly advantageous;
- Future R&D directions and potential real-world applications of AIRIS.

Resources and Background Information

- Autonomous Intelligent Reinforcement Inferred Symbolism:
link.springer.com/chapter/10.1007/978-3-031-65572-2_6

- AGI-24 Conference AIRIS Presentation:
youtu.be/Me187k6RQlQ?t=4485

- GitHub and experiential Minecraft demo:
github.com/berickcook/experiential-minecraft

- Learn more about AIRIS and “Reinforcement Inferred Causality” here:
airis-ai.com

- AIRIS Project 2023 Demonstration:
youtube.com/watch?v=40W2OmV_rm0

- Patrick Hammer's NARS paper here: https://proceedings.mlr.press/v192/hammer22a/hammer22a.pdf

- Ben Goertzel on Neoterics and Sophiaverse:
singularitynet.io/wp-content/uploads/2022/07/Neoterics-Sophiaverse.pdf
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Overcoming the Limitations of Reinforcement Learning: Live AIRIS Demo

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