Softwares & Database

Softwares

• Computational model of arbitration and fMRI results (Link) (DOI: 10.5281/zenodo.4309127)
  (PI: Sang Wan Lee, KAIST)

• Raw data of 'infinitely-many armed bandit task' and simulation codes for metacognitive exploration (Link) (DOI: 10.5281/zenodo.4309032)
  (PI: Sang Wan Lee, KAIST)

• Unsupervised-3D-Reconstruction (Link)
  (PI: Songhwai Oh, Seoul National University)

• Deep-Elastic-Network (Link)

  (PI: Songhwai Oh, Seoul National University)

• Soft Action Particle Deep Reinforcement Learning for a Continuous Action Space (Link)

  (PI: Songhwai Oh, Seoul National University)

• Trimming the ℓ₁ Regularizer: Statistical Analysis, Optimization, and Applications to Deep Learning (Link) (DOI: 10.5281/zenodo.4309036)
  (PI: Eunho Yang, KAIST)

• AM3-MAML (Link) (DOI: 10.5281/zenodo.4309034)
  (PI: Eunho Yang, KAIST)

• Interpreting Deep Neural Networks - Relative Attributing Propagation (Link) (DOI: 10.5281/zenodo.4309505)
  (PI: Seong-Whan Lee, Korea University)

• RL Task Controller Simulation (Link) (DOI: 10.5281/zenodo.5751202)
  (PI: Sang Wan Lee, KAIST)

• Human RL Task Controller (Link) (DOI: 10.5281/zenodo.5751206)
  (PI: Sang Wan Lee, KAIST)

• fMRI_dimensionality (Link) (DOI: 10.5281/zenodo.5748443)
  (PI: Sang Wan Lee, KAIST)

• Depression-study (Link) (DOI: 10.5281/zenodo.5748450)
  (PI: Sang Wan Lee, KAIST)

• Meta-control of social learning strategies (Link)
  (PI: Sang Wan Lee, KAIST)

• Ensemble-diversified Actor-Critic (EDAC) (Link) (DOI: 10.5281/zenodo.5716565)
  (PI: Hyun Oh Song, Seoul National University)
• CKD - Distilling Context Linguistic for Language model compression (Link) (DOI: 10.5281/zenodo.5751074)
  (PI: Eunho Yang, KAIST)
• WPBERT (Link) (DOI: 10.5281/zenodo.5751453)
  (PI: Kyogu Lee, Seoul National University)

플랫폼 및 App

• Various environments for testing human cognitive models
  (PI: Sang Wan Lee, KAIST)
  • Dynamic pong (Link)
  • Infinite bandit task (Link)
  • Unity based Uncertainty pong (Link)
  • Unity based robot hand tasks (3개) (Link) 
  • contextual POMDP meta RL task (Link)

• LAVSTAR(Lip-Audio-Visualization-STAR) (Link)

  (PI: Byung-Ju Choi, Humelo)

• Prosody (Link) (DOI: 10.5281/zenodo.4309193)

  (PI: Byung-Ju Choi, Humelo)

• VECA : A Toolkit for Building Virtual Environments to Train and Test Human-like Agents (Link)
  (PI: Youngki LEE, Seoul National University)

Database

• Computational model of arbitration and fMRI results (Link)

  (PI: Sang Wan Lee, KAIST)

• Raw data of 'infinitely-many armed bandit task' and simulation codes for metacognitive exploration (Link)

  (PI: Sang Wan Lee, KAIST)

• Ko corpus of Korean mother-child interaction (Link)

  (PI: Eon-Suk Ko, Chosun University)

• Evaluating the LENA System for Korean : Supplementary Materials (Link)

  (PI: Eon-Suk Ko, Chosun University)

• Korean mothers' use of tactile cues for word learning (Link)

  (PI: Eon-Suk Ko, Chosun University)

• conversational turns (Link)

  (PI: Eon-Suk Ko, Chosun University)