Pavel C's repositories
VirusDefense-libGDX-port
A simple tower defense game using libGDX. Website:
rl-adversarial-attack
Adversarial attacks on deep reinforcement learning
VirusDefense
A simple tower defense game using Slick2d. Website:
TechChallenge-Clinico
Clinico: Locally hosted webapp to aid nurses with language barrier problems in the triage process
VirusDefense-libGDX-wrapped
Using Slick2d inside of libGDX
deep-learning-nanodegree
My projects for the Deep Learning Nanodegree at Udacity
adversarial-policies
Find best-response to a fixed policy in multi-agent RL
haskell-tutorial
Resources to learn Haskell for members of my tutorial
imitation
Clean PyTorch implementations of imitation and reward learning algorithms
introduction-to-dl-udacity
Exercises of the Bertelsmann Technology Scholarship AI track
Jrl
Jeremy's Robotics Library
lucent
Lucid library adapted for PyTorch
maddpg-rllib
MADDPG in Ray/RLlib
multiagent-competition-mujoco21
Code for the paper "Emergent Complexity via Multi-agent Competition"
multiagent-particle-envs
Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
ray
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
reward-bench
RewardBench: the first evaluation tool for reward models.
seals
Benchmark environments for reward modelling and imitation learning algorithms.
stable-baselines-tf2
A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
strategoevaluator
Manager program for stratego game bot interplay.
train-procgen-pytorch
Pytorch implementation on OpenAI's Procgen ppo-baseline, built from scratch.
TUM
Notes, material and various stuff collected while attended TUM Master's Degree