jsikyoon

a3c-distributed_tensorflow

Distributed Tensorflow Implementation of Asynchronous Methods for Deep Reinforcement Learning

adv_attack_capsnet

Tensorflow Implementation of Adversarial Attack to Capsule Networks

bmaml

This repository contains implementations of the paper, Bayesian Model-Agnostic Meta-Learning.

bmaml_rl

This repository contains implementations of the paper, Bayesian Model-Agnostic Meta-Learning.

dreamer-torch

Pytorch version of Dreamer, which follows the original TF v2 codes.

Interaction-networks_tensorflow

Tensorflow Implementation of Interaction Networks for Learning about Objects, Relations and Physics

pathnet

Tensorflow Implementation of PathNet: Evolution Channels Gradient Descent in Super Neural Networks

programmable-agents_tensorflow

Tensorflow Implementation of Programmable Agents

SequentialData-GAN

Tensorflow Implementation of GAN modeling for sequential data

visual-interaction-networks_tensorflow

Tensorflow Implementation of Visual Interaction Networks

jsikyoon/visual-interaction-networks_tensorflow

Tensorflow Implementation of Visual Interaction Networks

jsikyoon/dreamer-torch

Pytorch version of Dreamer, which follows the original TF v2 codes.

jsikyoon/bmaml_rl

This repository contains implementations of the paper, Bayesian Model-Agnostic Meta-Learning.

jsikyoon/V-MPO_torch

V-MPO torch version with DMLab30 and GTrXL

jsikyoon/ddocker

jsikyoon/OCRL

Object-Centric-Representation Library (OCRL): This repo is to explore OCR on various downstream tasks from supervised learning tasks to RL tasks.

jsikyoon/ASNP-RMR

This is an official Tensorflow implementation of the ASNP-RMR.

jsikyoon/my_ubuntu_settings

jsikyoon/rl-starter-files

RL starter files in order to immediatly train, visualize and evaluate an agent without writing any line of code

jsikyoon/scalable_agent

A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.

jsikyoon/torch-ac

Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO

jsikyoon/crafter

Benchmarking the Spectrum of Agent Capabilities

jsikyoon/dm_control

DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

jsikyoon/dreamer

Dream to Control: Learning Behaviors by Latent Imagination

jsikyoon/dreamer-1

Dream to Control: Learning Behaviors by Latent Imagination

jsikyoon/gym-minigrid

Minimalistic gridworld package for OpenAI Gym

jsikyoon/jsikyoon

profile

jsikyoon/lab

A customisable 3D platform for agent-based AI research

jsikyoon/lightning-bolts

Toolbox of models, callbacks, and datasets for AI/ML researchers.

jsikyoon/Miniworld

Simple and easily configurable 3D FPS-game-like environments for reinforcement learning

jsikyoon/pycolab

A highly-customisable gridworld game engine with some batteries included. Make your own gridworld games to test reinforcement learning agents!

jsikyoon/pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

jsikyoon/pytorch-ntm

Neural Turing Machines (NTM) - PyTorch Implementation

jsikyoon/Recall2Imagine_Jsik

Recall 2 Imagine, a World Model with superhuman memory. Oral (1.2%) @ ICLR 2024

jsikyoon/seed_rl

SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.

jsikyoon/snp

Sequential Neural Processes

jsikyoon/SPACE

Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"

jsikyoon/spriteworld

Spriteworld: a flexible, configurable python-based reinforcement learning environment

jsikyoon/stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

jsikyoon/tkipf.github.io