Pinned Repositories
3d_control_deep_rl
60_Days_RL_Challenge
Learn Deep Reinforcement Learning in Depth in 60 days
a3c_continuous
A continuous action space version of A3C LSTM in pytorch plus A3G design
algo
101+ coding interview problems with detailed solutions, test cases, and program analysis
alpha-zero-general
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4
awesome-rl
Reinforcement learning resources curated
loss-landscape
Code for visualizing the loss landscape of neural nets
MathsDL-spring18
Topics course Mathematics of Deep Learning, NYU, Spring 18
pommerman-baseline
Code for the paper "Skynet: A Top Deep RL Agent in the Inaugural Pommerman Team Competition"
random-network-distillation
Code for the paper "Exploration by Random Network Distillation"
b-kartal's Repositories
b-kartal/pommerman-baseline
Code for the paper "Skynet: A Top Deep RL Agent in the Inaugural Pommerman Team Competition"
b-kartal/3d_control_deep_rl
b-kartal/60_Days_RL_Challenge
Learn Deep Reinforcement Learning in Depth in 60 days
b-kartal/a3c_continuous
A continuous action space version of A3C LSTM in pytorch plus A3G design
b-kartal/algo
101+ coding interview problems with detailed solutions, test cases, and program analysis
b-kartal/awesome-RLHF
A curated list of reinforcement learning with human feedback resources (continually updated)
b-kartal/b-kartal
Config files for my GitHub profile.
b-kartal/cs231n.github.io
Public facing notes page
b-kartal/DeepRL
Modularized Implementation of Deep RL Algorithms in PyTorch
b-kartal/DeepRL-Tutorials
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
b-kartal/DiCE
Generate Diverse Counterfactual Explanations for any machine learning model.
b-kartal/gcem
A C++ compile-time math library using generalized constant expressions
b-kartal/grad-cam-pytorch
PyTorch implementation of Grad-CAM
b-kartal/hrl-ep3
Code for our paper: Hierarchical RL Using an Ensemble of Proprioceptive Periodic Policies
b-kartal/multiworld
Multitask Environments for RL
b-kartal/mushroom-rl
Python library for Reinforcement Learning experiments.
b-kartal/muzero-general
MuZero
b-kartal/nn
š§ Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.
b-kartal/open_spiel
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
b-kartal/planet
Deep Planning Network: Control from pixels by latent planning with learned dynamics
b-kartal/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).
b-kartal/pytorch-a3c
PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
b-kartal/pytorch-grad-cam
PyTorch implementation of Grad-CAM
b-kartal/random-network-distillation-pytorch
Random Network Distillation pytorch
b-kartal/ReAgent
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
b-kartal/responsible-ai-widgets
This project provides responsible AI user interfaces for Fairlearn, interpret-community, and Error Analysis, as well as foundational building blocks that they rely on.
b-kartal/VirtualTaobao
Virtual-Taobao simulators with OpenAI Gym interface
b-kartal/vision-transformer-from-scratch
A Simplified PyTorch Implementation of Vision Transformer (ViT)
b-kartal/visualize_atari
Code for our paper "Visualizing and Understanding Atari Agents" (https://goo.gl/AMAoSc)
b-kartal/world-models
Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch