Ongoing ProtGPT3 End-to-end training of the next generation of autoregressive protein language models. Denovo PiggyBac transposon generation Apply genomic language models (e.g., evo2) for denovo PiggyBac transposon generation. ProtRL Help maintain the ProtRL repo, which provides ready-to-use RL algorithms tailored to aligning protein language models with target features. Past Taylor TD-learning Provides lower variance TD updates through a first-order Taylor expansion of expected TD updates. ET & IT neuron modelling Building a computational model of cortical ET and IT pyramidal neurons during learning of a stimulus-reward association task. Action Gradients in the Brain Propose a 'action gradient' framework that may help explain Cerebellar and Basal Granglia interactions during learning. Extra MuZero and Cognitive Planning Investigate the relation between the famous MuZero algorithm and human cognitive planning. EpiQ Attempts to estimate epistemic uncertainty of value functions, by approximating a distribution over transition models as well as value functions through model ensambles. Protein design with LLMs Align a (pretrained) protein language model to alpha-amylase variants with improved activityon using DPO.
