Timetable
You can book when to present from this sheet. You can book a time even if you didn't select or found a paper yet. The earlier you book the better you can manage your schedule.
This semester we will discuss the topic of Continual Learning
07.09 Week 1 - Kick-off seminar
Introduction, organization of the seminar, questions.
presented by Oriol Corcoll
14.09 Week 2 - The psychology and neuroscience of forgetting
presented by Taavi Kivisik
feedback | Test
21.09 Week 3 - Rich and lazy learning of task representations in brains and neural networks
presented by Tarun Khajuria
feedback | test28.09 Week 4 - Why there are complementary learning systems in the hippocampus and neocortex: insights from the successes and failures of connectionist models of learning and memory
presented by Robin Sulg
05.10 Week 5 - Comparing continual task learning in minds and machines
presented by Nikita Baliesnyi
feedback | test
12.10 Week 6 - The Persistence and Transience of Memory
presented by Julius Laak
feedback | test
19.10 Week 7 - Multi-task reinforcement learning in humans
presented by Mirjam Paales
feedback | test
26.10 Week 8 -
- Embracing Change: Continual Learning in Deep Neural Networks
presented by Taavi Luik
feedback | test
- Memory semantization through perturbed and adversarial dreaming
presented by Tetiana Rabiichuk
feedback | test
02.11 Week 9 - Why there are complementary learning systems in the hippocampus and neocortex: insights from the successes and failures of connectionist models of learning and memory
presented by Robin Sulg
feedback | test
09.11 Week 10 -
- Overcoming catastrophic forgetting in neural networks
presented by Marharyta Domnich
feedback | test - Stably maintained dendritic spines are associated with lifelong memories
presented by Marti Ingmar Liibert
feedback | test
16.11 Week 11 -
- Brain-inspired replay for continual learning with artificial neural networks
presented by Agnes Luhtaru
feedback | test - RMA: Rapid Motor Adaptation for Legged Robots
presented by Indrek Pertman
feedback | test
23.11 Week 12 -
- Reinforcement learning and episodic memory in humans and animals: an integrative framework
presented by Sander Sats
feedback | test - CLIPort: What and Where Pathways for Robotic Manipulation
presented by Rodion Krjutškov
feedback | test
30.11 Week 13 -
- Towards Continual Reinforcement Learning: A Review and Perspectives
presented by Rasul Nabiyev
feedback | test - The Cost of Structure Learning
presented by Rodrigo Flores
feedback | test
07.12 Week 14 - Emergent Tool Use from Multi-Agent Interaction
presented by Magnus Karlson
feedback | test
14.12 Week 15 - Open-Ended Learning Leads to Generally Capable Agents (blog)
presented by Alfred Saidlo
feedback | test