The immunology and the literature a machine learning reader needs before working on T cell receptors.
Category: Research
From Robot Learning to Receptor Design: Sparse Notes on What Transfers
What a machine learning and robotics background actually transfers to cancer immunotherapy, and what it does not.
Reward Hacking in a Nutshell
What happens when something is optimised hard against a learned scorer, and when that stops being a theoretical worry.
EEG Conformer: CNNs and Transformers for Better Brain Signal Decoding
While looking for architectures that decode electroencephalography without discarding either its timing or its spatial structure, I came across the … More
Book: Human Compatible – Russell
Are we about to be overtaken by machines? No. Despite the scientific breakthroughs, and the money flowing from venture funds … More
Identifying Sentiment-based Contradictions
Consulting other people’s opinions refines our own and helps us choose. Extracting useful information from those opinions, product reviews for … More
gym-minigrid online manual control
To implement agents that can learn through social interaction as humans do, I decided to explore how humans instruct each … More
Counterfactually-Guided Policy Search
A compelling way to reduce the cost of real experience in reinforcement learning is to learn policies on data synthesised … More
Inverse Reinforcement Learning from a Gradient-based Learner
While searching for gradient based approaches in Inverse Reinforcement Learning, I came across the recent contribution of Ramponi et al. … More
Learning Rewards from Linguistic Feedback
While discussing with my supervisor about how to move forward with our project, he suggested me to look at the … More
