fratim

3DHumanPose

17-joint 3D Human Pose estimation from Single RGB Images

acme

A library of reinforcement learning components and agents

connected-components-3d

26, 18, and 6 Connected Multi-Label Connected Components on 3D Images

diffusion-relative-rewards

Code for the 2023 NeurIPS paper "Extracting Reward Functions from Diffusion Models"

HelloFresh

Code for the 2024 ACL paper "HelloFresh: LLM Evaluations on Streams of Real-World Human Editorial Actions across X Community Notes and Wikipedia edits".

Illu-Attacks-Jax

Code for the ICLR 2024 Paper "Illusory Attacks: Information-theoretic detectability matters in adversarial attacks"

mpc_climate_control

Model Predictive Control Algorithm for temperature regulation of a delivery truck

SelectToPerfect

Code for the 2024 ICLR paper "Select to Perfect: Imitating desired behavior from large multi-agent data"

skeletons

Skeleton generation for neural circuits.

UDIL

fratim/SelectToPerfect

Code for the 2024 ICLR paper "Select to Perfect: Imitating desired behavior from large multi-agent data"

fratim/Illu-Attacks-Jax

Code for the ICLR 2024 Paper "Illusory Attacks: Information-theoretic detectability matters in adversarial attacks"

fratim/UDIL

fratim/acme

A library of reinforcement learning components and agents

fratim/auto-attack

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

fratim/diffusion-relative-rewards

Code for the 2023 NeurIPS paper "Extracting Reward Functions from Diffusion Models"

fratim/gym-minigrid

Minimalistic gridworld package for OpenAI Gym

fratim/HelloFresh

Code for the 2024 ACL paper "HelloFresh: LLM Evaluations on Streams of Real-World Human Editorial Actions across X Community Notes and Wikipedia edits".

fratim/rl-starter-files

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

fratim/torch-ac

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

fratim/B16Examples

fratim/gym-multigrid

Lightweight multi-agent gridworld Gym environment

fratim/imitation

Clean PyTorch implementations of imitation and reward learning algorithms

fratim/Inverse-Reinforcement-Learning

Implementations of selected inverse reinforcement learning algorithms.

fratim/irl-maxent

Maximum Entropy and Maximum Causal Entropy Inverse Reinforcement Learning Implementation in Python

fratim/lbf

A multi-agent environment for RL

fratim/MADDPG

Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments".

fratim/minerl

MineRL Competition for Sample Efficient Reinforcement Learning - Python Package

fratim/minerl2020_submission

fratim/minerl_singularity

fratim/nips_figures

fratim/PettingZoo

Gym for multi-agent reinforcement learning

fratim/pfrl

PFRL: a PyTorch-based deep reinforcement learning library

fratim/Pyro4

Pyro 4.x - Python remote objects

fratim/seals

Benchmark environments for reward modelling and imitation learning algorithms.

fratim/stable-baselines3

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

fratim/udil-code

fratim/vfunctions

Value Functions

fratim/website_simple

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

fratim/yaspi

yaspi - Yet Another Slurm Python Interface