Participating in IMOL2022
Participation in the workshop is free of charge. Given the specific nature of the meeting it is limited to a restricted number of people. Prospective attendees should submit either a brief statement of motivation or (preferably) an abstract to be presented as a poster or contributed talk.
The submission should be made by Feb 14th 2022 over easychair: https://easychair.org/conferences/?conf=imol2022.
Topics of interest involve open-ended lifelong learning in autonomous agents and robots, for example:
- Autonomous robot open-ended learning
- Architectures for open-ended learning
- Multi-task reinforcement learning
- Deep reinforcement learning
- Intrinsic motivations
- Curriculum learning
- Goal self-generation
- Open-ended development
- Multiple task solution and parameterized skills
- Neural/probabilistic representations and abstractions
- Goal-based skill learning
- Knowledge transfer and avoidance of catastrophic forgetting
- Compositionality and chunking
- Abstraction and hierarchies of goals and skills
- Visual planning and problem solving
- Mitigating risks of real-world deployment of open-ended learning systems
Important Dates:
Abstract submission: Feb 14th 2022 (extended deadline)
Conference dates: April 4-6th 2022
