ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
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Updated
Jun 21, 2019 - C++
ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
KernelBench: Can LLMs Write GPU Kernels? - Benchmark + Toolkit with Torch -> CUDA (+ more DSLs)
Hearthstone simulator using C++ with some reinforcement learning
Build RL environments for LLM training
Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa
[ICLR 2023] Come & try Decision-Intelligence version of "Agar"! Gobigger could also help you with multi-agent decision intelligence study.
[NeurIPS 2022] 🛒WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents
Baba Is You simulator using C++ with some reinforcement learning
A list of awesome and popular robot learning environments
Simulator of UR5 robotic arm with Robotiq gripper, built with MuJoCo
YAWNING TITAN is an abstract, graph based cyber-security simulation environment that supports the training of intelligent agents for autonomous cyber operations.
A collection of Reinforcement Learning GitHub code resources divided by frameworks and environments
~2000 Elo Python Chess Engine that implements: Negamax, PeSTO’s Evaluation, Null Move, Quiescence Search, Lazy SMP.
Reproduced the popular Facebook game -- Tetris Battle! Also provided openAI environments.
Benchmarking general decision-making with open & random worlds
Unrailed! simulator using C++ with some reinforcement learning and Unrailed! AI using Python with OpenCV
Flock and swarm multi-agent RL training environments implemented in JAX
Trajectory Recording and Capture Environments
Open AI Gymnassium Compatible RL environment for Maritime Navigation
KAGE-Bench: pure JAX 2D platformer RL benchmark for visual OOD generalization. Massively-parallel (vmap/JIT) RGB env with YAML-configurable visuals/physics, plus PPO-CNN (Flax) training scripts.
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