Manfred Diaz (manfreddiaz)

manfreddiaz

Geek Repo

Company:@mila-iqia @montrealrobotics

Location:Canada

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Manfred Diaz's repositories

awesome-autonomous-vehicles

Curated List of Self-Driving Cars and Autonomous Vehicles Resources

ecotheory

An Information Theory Perspective on the Complexity of MDPs

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homework

Assignments for CS294-112.

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marlgrid

Gridworld for MARL experiments

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gym-duckietown

Self-driving car simulator for the Duckietown universe

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gym-miniworld

Simple 3D interior simulator for RL & robotics research

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maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

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manuscripts

Archive of Published / Submitted Manuscripts

MARL-Papers

Paper list of multi-agent reinforcement learning (MARL)

multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

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active-domainrand

Code repository for Active Domain Randomization (CoRL 2019, https://arxiv.org/abs/1904.04762)

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babyai

BabyAI platform. A testbed for training agents to understand and execute natural language commands.

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brax

Massively parallel rigidbody physics simulation on accelerator hardware.

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graph_nets

Build Graph Nets in Tensorflow

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gym-minigrid

Minimalistic gridworld package for OpenAI Gym

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manfreddiaz.github.io

A beautiful, simple, clean, and responsive Jekyll theme for academics

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old-profile

Personal Website

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pic

"Policy Information Capacity: Information-Theoretic Measure for Task Complexity in Deep Reinforcement Learning"(https://arxiv.org/abs/2103.12726)

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rl-benchmarks

A Historic Recollection of Reinforcement Learning Benchmarks

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rl-laplacian

Learning Laplacian Representations in Reinforcement Learning

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rwg-benchmark

Analyzing Reinforcement Learning Benchmarks with Random Weight Guessing

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spectral_inference_networks

Implementation of Spectral Inference Networks, ICLR 2019

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spinningup

An educational resource to help anyone learn deep reinforcement learning.

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TD3

PyTorch implementation of TD3 and DDPG for OpenAI gym tasks

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open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

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