martinballa
IGGI PhD student working on Reinforcement Learning and Game AI.
Queen Mary University of LondonLondon, UK
martinballa's Stars
PufferAI/PufferLib
Simplifying reinforcement learning for complex game environments
eloialonso/diamond
DIAMOND (DIffusion As a Model Of eNvironment Dreams) is a reinforcement learning agent trained in a diffusion world model.
FLAIROx/JaxMARL
Multi-Agent Reinforcement Learning with JAX
instadeepai/jumanji
🕹️ A diverse suite of scalable reinforcement learning environments in JAX
CommanderCero/NetPlay
A LLM-powered agent for NetHack
labmlai/annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
martinballa/PyTAG
danijar/director
Deep Hierarchical Planning from Pixels
lucaslehnert/rewardpredictive
MichelangeloConserva/Colosseum
A pioneering Python package that creates a bridge between theory and practice in tabular reinforcement learning with an eye on the non-tabular setting.
TeaPearce/Counter-Strike_Behavioural_Cloning
IEEE CoG & NeurIPS workshop paper 'Counter-Strike Deathmatch with Large-Scale Behavioural Cloning'
abdulhaim/basis-irl
awjuliani/neuro-nav
A library for neuroscience-inspired navigation and decision making research.
vwxyzjn/cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
Bam4d/grungeon
A gamejam game using Griddly engine
Bam4d/Griddly
A grid-world game engine for game AI research
GAIGResearch/TabletopGames
google-deepmind/mujoco
Multi-Joint dynamics with Contact. A general purpose physics simulator.
facebookresearch/minihack
MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research
danijar/crafter
Benchmarking the Spectrum of Agent Capabilities
mpSchrader/gym-sokoban
Sokoban environment for OpenAI Gym
GAIGResearch/Stratega
Documentation: https://stratega.readthedocs.io/en/latest/
aditimavalankar/option-keyboard
PyTorch implementation of "The Option Keyboard: Combining Skills in Reinforcement Learning" (NeurIPS 2019)
minerllabs/minerl
MineRL Competition for Sample Efficient Reinforcement Learning - Python Package
Kaixhin/Rainbow
Rainbow: Combining Improvements in Deep Reinforcement Learning
icaros-usc/pyribs
A bare-bones Python library for quality diversity optimization.
google-research/google-research
Google Research
MishaLaskin/rad
RAD: Reinforcement Learning with Augmented Data
ercumentilhan/advice-novelty
Student-Initiated Action Advising via Advice Novelty
oxwhirl/pymarl
Python Multi-Agent Reinforcement Learning framework