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04/28/2023
Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation
For a complicated algorithm, its implementation by a human programmer us...
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03/15/2023
Efficient Solution of Bimaterial Riemann Problems for Compressible Multi-Material Flow Simulations
When solving compressible multi-material flow problems, an unresolved ch...
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12/30/2022
Symbolic Visual Reinforcement Learning: A Scalable Framework with Object-Level Abstraction and Differentiable Expression Search
Learning efficient and interpretable policies has been a challenging tas...
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11/01/2022
Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small
Research in mechanistic interpretability seeks to explain behaviors of m...
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07/13/2022
Self-Play PSRO: Toward Optimal Populations in Two-Player Zero-Sum Games
In competitive two-agent environments, deep reinforcement learning (RL) ...
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06/21/2022
Simulated redistricting plans for the analysis and evaluation of redistricting in the United States: 50stateSimulations
This article introduces the 50stateSimulations, a collection of simulate...
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01/19/2022
Anytime PSRO for Two-Player Zero-Sum Games
Policy space response oracles (PSRO) is a multi-agent reinforcement lear...
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03/31/2021
Video Exploration via Video-Specific Autoencoders
We present simple video-specific autoencoders that enables human-control...
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09/20/2017