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bert

TensorFlow code and pre-trained models for BERT

curiosity-driven-exploration-pytorch

Curiosity-driven Exploration by Self-supervised Prediction

dqn_maddpg_practice

RL projects including implementation of DQN/DDPG/MADDPG/BicNet on StarCraft II multi-agent learning environment SMAC

epymarl

An extension of the PyMARL codebase that includes additional algorithms and environment support

fs-map-project

gym-gridworld

Simple grid-world environment compatible with OpenAI-gym

jarvis-chatgpt

A Conversational Assistant equipped with synthetic voices including J.A.R.V.I.S's. Powered by OpenAI and IBM Watson APIs and a Tacotron model for voice generation.

maddpg-pytorch

PyTorch Implementation of MADDPG (Lowe et. al. 2017)

marl-code-pytorch

Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.

pymarl2

Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)

pymetaheuristic

A python library for: Adaptive Random Search, Ant Lion Optimizer, Arithmetic Optimization Algorithm, Artificial Bee Colony Optimization, Bat Algorithm, Biogeography Based Optimization, Cross-Entropy Method, Cuckoo Search, Differential Evolution, Dispersive Flies Optimization, Dragonfly Algorithm, Firefly Algorithm, Flow Direction Algorithm, Flower Pollination Algorithm, Genetic Algorithm, Grey Wolf Optimizer, Gravitational Search Algorithm, Harris Hawks Optimization, Improved Grey Wolf Optimizer, Improved Whale Optimization Algorithm, Jaya, Memetic Algorithm, Moth Flame Optimization, Multiverse Optimizer, Particle Swarm Optimization, Random Search, Salp Swarm Algorithm, Simulated Annealing, Sine Cosine Algorithm, Whale Optimization Algorithm

pytorch-dqn

Deep Q-Learning Network in pytorch (not actively maintained)

pytorch-soft-actor-critic

PyTorch implementation of soft actor critic

smac

SMAC: The StarCraft Multi-Agent Challenge

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.