instadeepai / flashbax
⚡ Flashbax: Accelerated Replay Buffers in JAX
☆213Updated 3 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for flashbax
- 🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX • End-to-End JAX RL☆238Updated last week
- ☆149Updated this week
- (Crafter + NetHack) in JAX. ICML 2024 Spotlight.☆208Updated last month
- Accelerated minigrid environments with JAX☆119Updated 3 months ago
- Accelerated Quality-Diversity☆266Updated last month
- Simple single-file baselines for Q-Learning in pure-GPU setting☆101Updated 3 months ago
- SBX: Stable Baselines Jax (SB3 + Jax)☆343Updated this week
- ☆65Updated 2 weeks ago
- JAX-accelerated Meta-Reinforcement Learning Environments Inspired by XLand and MiniGrid 🏎️☆201Updated this week
- RL Environments in JAX 🌍☆652Updated 4 months ago
- Multi-Agent Reinforcement Learning with JAX☆441Updated 2 weeks ago
- Benchmarking RL generalization in an interpretable way.☆132Updated 9 months ago
- 🪐 The Sebulba architecture to scale reinforcement learning on Cloud TPUs in JAX☆49Updated last year
- A tool for aggregating and plotting MARL experiment data.☆61Updated 2 weeks ago
- JAX implementations of core Deep RL algorithms☆79Updated 2 years ago
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆105Updated 2 months ago
- A collection of RL algorithms written in JAX.☆95Updated 2 years ago
- Baselines for gymnax 🤖☆60Updated last year
- ☆63Updated 3 months ago
- 🕹️ A diverse suite of scalable reinforcement learning environments in JAX☆638Updated this week
- Partially Observable Process Gym☆167Updated 4 months ago
- ☆286Updated last year
- An API conversion tool for popular external reinforcement learning environments☆139Updated last month
- Evaluating long-term memory of reinforcement learning algorithms☆133Updated last year
- Efficient baselines for autocurricula in JAX.☆173Updated 2 months ago
- ☆201Updated 9 months ago
- ☆92Updated this week
- Modular framework for Reinforcement Learning in python☆168Updated last year
- Datasets with baselines for offline multi-agent reinforcement learning.☆140Updated last week
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆87Updated 11 months ago