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Source: bair.berkeley.edu / The Berkeley Artificial Intelligence Research Blog

http://bair.berkeley.edu/blog/
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Ghostbuster: Detecting Text Ghostwritten by Large Language Models 3 weeks, 5 days ago | bair.berkeley.edu
ai-generated text art ban become +10
Asymmetric Certified Robustness via Feature-Convex Neural Networks 3 weeks, 5 days ago | bair.berkeley.edu
adversarial classifiers feature figure +6
Goal Representations for Instruction Following 1 month, 3 weeks ago | bair.berkeley.edu
agents easy humans language +6
Rethinking the Role of PPO in RLHF 1 month, 3 weeks ago | bair.berkeley.edu
difference figure fine-tuning form +4
Goal Representations for Instruction Following 1 month, 3 weeks ago | bair.berkeley.edu
agents easy humans language +6
Training Diffusion Models with Reinforcement Learning 4 months, 3 weeks ago | bair.berkeley.edu
ai art applications art continuous +14
Training Diffusion Models with Reinforcement Learning 4 months, 4 weeks ago | bair.berkeley.edu
ai art applications art continuous +14
On the Stepwise Nature of Self-Supervised Learning 5 months ago | bair.berkeley.edu
algorithms behavior dimensionality embeddings +8
Generating 3D Molecular Conformers via Equivariant Coarse-Graining and Aggregated Attention 5 months, 1 week ago | bair.berkeley.edu
applications architecture attention chemistry +7
GPT-4 + Stable-Diffusion = ?: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language … 6 months, 2 weeks ago | bair.berkeley.edu
diffusion diffusion models diverse gpt +16
Interactive Fleet Learning 8 months ago | bair.berkeley.edu
academia amazon ambi robotics applications +23
Koala: A Dialogue Model for Academic Research 8 months ago | bair.berkeley.edu
academic alpaca cases chatbot +19
Fully Autonomous Real-World Reinforcement Learning with Applications to Mobile Manipulation 10 months, 2 weeks ago | bair.berkeley.edu
agents alphago applications applications of reinforcement learning +19
Keeping Learning-Based Control Safe by Regulating Distributional Shift 1 year, 2 months ago | bair.berkeley.edu
shift
Reverse engineering the NTK: towards first-principles architecture design 1 year, 3 months ago | bair.berkeley.edu
architecture design engineering
Why do Policy Gradient Methods work so well in Cooperative MARL? Evidence from Policy Representation 1 year, 5 months ago | bair.berkeley.edu
evidence gradient policy representation +1
FIGS: Attaining XGBoost-level performance with the interpretability and speed of CART 1 year, 5 months ago | bair.berkeley.edu
cart interpretability performance xgboost
The Berkeley Crossword Solver 1 year, 6 months ago | bair.berkeley.edu
solver
Rethinking Human-in-the-Loop for Artificial Augmented Intelligence 1 year, 7 months ago | bair.berkeley.edu
artificial augmented intelligence human intelligence +1
Designing Societally Beneficial Reinforcement Learning Systems 1 year, 7 months ago | bair.berkeley.edu
learning reinforcement reinforcement learning systems
Should I Use Offline RL or Imitation Learning? 1 year, 7 months ago | bair.berkeley.edu
imitation learning learning rl
Offline RL Made Easier: No TD Learning, Advantage Reweighting, or Transformers 1 year, 7 months ago | bair.berkeley.edu
learning rl transformers
Accelerating Ukraine Intelligence Analysis with Computer Vision on Synthetic Aperture Radar Imagery 1 year, 8 months ago | bair.berkeley.edu
analysis computer vision intelligence radar +2
Unsupervised Skill Discovery with Contrastive Intrinsic Control 1 year, 9 months ago | bair.berkeley.edu
discovery unsupervised
imodels: leveraging the unreasonable effectiveness of rules 1 year, 10 months ago | bair.berkeley.edu
rules
The Unsupervised Reinforcement Learning Benchmark 1 year, 11 months ago | bair.berkeley.edu
learning reinforcement learning unsupervised
Which Mutual Information Representation Learning Objectives are Sufficient for Control? 2 years ago | bair.berkeley.edu
information learning
Sequence Modeling Solutions<br> for Reinforcement Learning Problems 2 years ago | bair.berkeley.edu
learning modeling reinforcement learning
Bridge Data: Boosting Generalization of Robotic Skills with Cross-Domain Datasets 2 years ago | bair.berkeley.edu
cross data datasets skills
RECON: Learning to Explore the Real World with a Ground Robot 2 years, 1 month ago | bair.berkeley.edu
learning robot
Why Generalization in RL is Difficult: Epistemic POMDPs and Implicit Partial Observability 2 years, 1 month ago | bair.berkeley.edu
observability rl
Designs from Data: Offline Black-Box Optimization via Conservative Training 2 years, 1 month ago | bair.berkeley.edu
data optimization training
A First-Principles Theory of Neural<br>Network Generalization 2 years, 1 month ago | bair.berkeley.edu
theory

Nothing found.

Items published with this topic over the last 90 days.

Latest

Ghostbuster: Detecting Text Ghostwritten by Large Language Models 3 weeks, 5 days ago | bair.berkeley.edu
ai-generated text art ban become +10
Asymmetric Certified Robustness via Feature-Convex Neural Networks 3 weeks, 5 days ago | bair.berkeley.edu
adversarial classifiers feature figure +6
Goal Representations for Instruction Following 1 month, 3 weeks ago | bair.berkeley.edu
agents easy humans language +6
Rethinking the Role of PPO in RLHF 1 month, 3 weeks ago | bair.berkeley.edu
difference figure fine-tuning form +4
Goal Representations for Instruction Following 1 month, 3 weeks ago | bair.berkeley.edu
agents easy humans language +6
Training Diffusion Models with Reinforcement Learning 4 months, 3 weeks ago | bair.berkeley.edu
ai art applications art continuous +14
Training Diffusion Models with Reinforcement Learning 4 months, 4 weeks ago | bair.berkeley.edu
ai art applications art continuous +14
On the Stepwise Nature of Self-Supervised Learning 5 months ago | bair.berkeley.edu
algorithms behavior dimensionality embeddings +8
Generating 3D Molecular Conformers via Equivariant Coarse-Graining and Aggregated Attention 5 months, 1 week ago | bair.berkeley.edu
applications architecture attention chemistry +7
GPT-4 + Stable-Diffusion = ?: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language … 6 months, 2 weeks ago | bair.berkeley.edu
diffusion diffusion models diverse gpt +16
Interactive Fleet Learning 8 months ago | bair.berkeley.edu
academia amazon ambi robotics applications +23
Koala: A Dialogue Model for Academic Research 8 months ago | bair.berkeley.edu
academic alpaca cases chatbot +19
Fully Autonomous Real-World Reinforcement Learning with Applications to Mobile Manipulation 10 months, 2 weeks ago | bair.berkeley.edu
agents alphago applications applications of reinforcement learning +19
Keeping Learning-Based Control Safe by Regulating Distributional Shift 1 year, 2 months ago | bair.berkeley.edu
shift
Reverse engineering the NTK: towards first-principles architecture design 1 year, 3 months ago | bair.berkeley.edu
architecture design engineering
Why do Policy Gradient Methods work so well in Cooperative MARL? Evidence from Policy Representation 1 year, 5 months ago | bair.berkeley.edu
evidence gradient policy representation +1
FIGS: Attaining XGBoost-level performance with the interpretability and speed of CART 1 year, 5 months ago | bair.berkeley.edu
cart interpretability performance xgboost
The Berkeley Crossword Solver 1 year, 6 months ago | bair.berkeley.edu
solver
Rethinking Human-in-the-Loop for Artificial Augmented Intelligence 1 year, 7 months ago | bair.berkeley.edu
artificial augmented intelligence human intelligence +1
Designing Societally Beneficial Reinforcement Learning Systems 1 year, 7 months ago | bair.berkeley.edu
learning reinforcement reinforcement learning systems
Should I Use Offline RL or Imitation Learning? 1 year, 7 months ago | bair.berkeley.edu
imitation learning learning rl
Offline RL Made Easier: No TD Learning, Advantage Reweighting, or Transformers 1 year, 7 months ago | bair.berkeley.edu
learning rl transformers
Accelerating Ukraine Intelligence Analysis with Computer Vision on Synthetic Aperture Radar Imagery 1 year, 8 months ago | bair.berkeley.edu
analysis computer vision intelligence radar +2
Unsupervised Skill Discovery with Contrastive Intrinsic Control 1 year, 9 months ago | bair.berkeley.edu
discovery unsupervised
imodels: leveraging the unreasonable effectiveness of rules 1 year, 10 months ago | bair.berkeley.edu
rules
The Unsupervised Reinforcement Learning Benchmark 1 year, 11 months ago | bair.berkeley.edu
learning reinforcement learning unsupervised
Which Mutual Information Representation Learning Objectives are Sufficient for Control? 2 years ago | bair.berkeley.edu
information learning
Sequence Modeling Solutions<br> for Reinforcement Learning Problems 2 years ago | bair.berkeley.edu
learning modeling reinforcement learning
Bridge Data: Boosting Generalization of Robotic Skills with Cross-Domain Datasets 2 years ago | bair.berkeley.edu
cross data datasets skills
RECON: Learning to Explore the Real World with a Ground Robot 2 years, 1 month ago | bair.berkeley.edu
learning robot
Why Generalization in RL is Difficult: Epistemic POMDPs and Implicit Partial Observability 2 years, 1 month ago | bair.berkeley.edu
observability rl
Designs from Data: Offline Black-Box Optimization via Conservative Training 2 years, 1 month ago | bair.berkeley.edu
data optimization training
A First-Principles Theory of Neural<br>Network Generalization 2 years, 1 month ago | bair.berkeley.edu
theory

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