rlglab / minizero
MiniZero: An AlphaZero and MuZero Training Framework
☆72Updated last month
Related projects ⓘ
Alternatives and complementary repositories for minizero
- A project that provides help for using DeepMind's mctx on gym-style environments.☆50Updated last week
- An implementation of MuZero in JAX.☆53Updated 2 years ago
- fast + parallel AlphaZero in JAX☆85Updated 7 months ago
- ☆48Updated last year
- Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and obser…☆58Updated last year
- AlphaZero in JAX☆70Updated 7 months ago
- An Open-Ended Agentic Simulator☆28Updated 3 months ago
- A C++ pytorch implementation of MuZero☆32Updated 6 months ago
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆105Updated 3 months ago
- ☆65Updated 3 weeks ago
- Classic MCTS example with mctx☆16Updated last year
- A number of agents (PPO, MuZero) with a Perceiver-based NN architecture that can be trained to achieve goals in nethack/minihack environm…☆39Updated 2 years ago
- ☆63Updated 3 months ago
- General Modules for JAX☆59Updated 3 months ago
- Pytorch Implementation of MuZero Unplugged for gym environment. This algorithm is capable of supporting a wide range of action and observ…☆27Updated last year
- 🪐 The Sebulba architecture to scale reinforcement learning on Cloud TPUs in JAX☆49Updated last year
- (Crafter + NetHack) in JAX. ICML 2024 Spotlight.☆208Updated last month
- Challenging Memory-based Deep Reinforcement Learning Agents☆86Updated 3 weeks ago
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆89Updated 11 months ago
- Scaling scaling laws with board games.☆43Updated last year
- Simple single-file baselines for Q-Learning in pure-GPU setting☆104Updated 3 months ago
- Official Implementation of "Can Learned Optimization Make Reinforcement Learning Less Difficult"☆13Updated 3 weeks ago
- Neuroevolution Benchmark in JAX 🦕☆37Updated last year
- Accelerated replay buffers in JAX☆40Updated 2 years ago
- Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"☆42Updated 4 months ago
- Evaluating long-term memory of reinforcement learning algorithms☆133Updated last year
- Monte Carlo tree search in JAX, with functionality to continue search from a previous subtree☆14Updated 10 months ago
- The source code for the gym-microrts paper.☆42Updated 2 years ago
- Jax-Baseline is a Reinforcement Learning implementation using JAX and Flax/Haiku libraries, mirroring the functionality of Stable-Baselin…☆40Updated last week
- Standard interface for entity based reinforcement learning environments.☆36Updated 8 months ago