Software libraries and tools

• Optimisation: NTBEA, SMAC, CMA-ES
• Simple reimplemenation of AlphaZero
• OpenAI Baselines
• Preference Learning Toolbox

• Autonomous Computational Game Designers

• GVGAI
• Mujoco
• microRTS
• StarCraft
• FightingICE (a fighting game AI platform in Java with OpenAI Gym API)
• Open Dynamics Engine
• Unity ML-Agents

• RAPID-MIX (multimodal sensors, including position, movement and biosignals for performance, health and gaming.)

• PyTorch
• TensorboardX
• Tensorflow
• Numpy
• Matplotlib

• C++ Boost

• IntellijIDEA
• PyCharm
• Eclipse
• GitKraken
• UKI (a universal motion gaming middleware)

• InteractML (Supervised learning for Unity3D natively integrated with a node editor)

• PCG sound effects
• Unity store
• Mixamo (animated 3D characters)