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Free tech resources for faculty, students, researchers, life-long learners, and academic community builders for use in tech based courses, workshops, and hackathons.
Pen and paper exercises in machine learning
Maximum Entropy and Maximum Causal Entropy Inverse Reinforcement Learning Implementation in Python
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement …
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKT…
Level-based Foraging (LBF): A multi-agent environment for RL
Data & AI Notebook templates catalog organized by tools, following the IMO (input, model, output) framework for easy usage and discovery..
A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-part-1-4-613dfc1b14c8.
notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references und…
Code for "Transformer Networks for Trajectory Forecasting"
Train transformer language models with reinforcement learning.
A curated list of Decision Transformer resources (continually updated)
Visualize Your Ideas With Code
Paper reading notes on Deep Learning and Machine Learning
OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.
Secure open source cloud runtime for AI apps & AI agents
A unified interface to many trajectory forecasting datasets.
A playbook for systematically maximizing the performance of deep learning models.
This is a list of papers related to traffic agent trajectory prediction.
Scheduling infrastructure for absolutely everyone.
Paper list of multi-agent reinforcement learning (MARL)
PyTorch implementation of GAIL and AIRL based on PPO.
Curated list of AI-powered developer tools.
This is a repository listing companies which offer full-time remote jobs with Spanish contracts
21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/