Search Results - "Taufeeque, Mohammad"

Codebook Features: Sparse and Discrete Interpretability for Neural Networks by Tamkin, Alex, Taufeeque, Mohammad, Goodman, Noah D

“…Understanding neural networks is challenging in part because of the dense, continuous nature of their hidden states. We explore whether we can train neural…”
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Exploiting Novel GPT-4 APIs by Pelrine, Kellin, Taufeeque, Mohammad, Zając, Michał, McLean, Euan, Gleave, Adam

“…Language model attacks typically assume one of two extreme threat models: full white-box access to model weights, or black-box access limited to a text…”
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Planning in a recurrent neural network that plays Sokoban by Taufeeque, Mohammad, Quirke, Philip, Li, Maximilian, Cundy, Chris, Tucker, Aaron David, Gleave, Adam, Garriga-Alonso, Adrià

“…How a neural network (NN) generalizes to novel situations depends on whether it has learned to select actions heuristically or via a planning process. "An…”
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imitation: Clean Imitation Learning Implementations by Gleave, Adam, Taufeeque, Mohammad, Rocamonde, Juan, Jenner, Erik, Wang, Steven H, Toyer, Sam, Ernestus, Maximilian, Belrose, Nora, Emmons, Scott, Russell, Stuart

“…imitation provides open-source implementations of imitation and reward learning algorithms in PyTorch. We include three inverse reinforcement learning (IRL)…”
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