bigrl-team / gearLinks
A distributed GPU-centric experience replay system for large AI models.
☆18Updated 2 years ago
Alternatives and similar repositories for gear
Users that are interested in gear are comparing it to the libraries listed below
Sorting:
- Distributed DRL by Ray and TensorFlow Tutorial.☆10Updated 5 years ago
- ☆18Updated 6 years ago
- A Really Scalable RL Framework to 10k+ CPUs☆33Updated last year
- QuaRL is an open-source framework for systematically studying the effect of applying quantization to reinforcement learning algorithms.☆72Updated 2 years ago
- The collection of the research works about Automatic Reinforcement Learning in Microsoft Research Asia.☆58Updated last month
- Code accompanying the paper "TiZero: Mastering Multi-Agent Football with Curriculum Learning and Self-Play" (AAMAS 2023) 足球游戏智能体☆61Updated last year
- Minimal RLHF implementation built on top of minGPT.☆30Updated last year
- [AutoML'22] Bayesian Generational Population-based Training (BG-PBT)☆28Updated 2 years ago
- Plug-and-play hydra sweepers for the EA-based multifidelity method DEHB and several population-based training variations, all proven to e…☆83Updated last year
- Official implementation of NeurIPS22 paper “Multi-agent Dynamic Algorithm Configuration”☆25Updated 2 years ago
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆114Updated last year
- ☆29Updated 2 years ago
- ☆31Updated 2 years ago
- Baselines for Neural MMO -- new users should treat this repo as a starter project☆50Updated last year
- An unofficial implementation for online decision transformer☆40Updated 2 years ago
- A PyTorch implementation of SEED, originally created by Google Research for TensorFlow 2.☆14Updated 4 years ago
- Minimal Decision Transformer Implementation written in Jax (Flax).☆17Updated 3 years ago
- Mirror Descent Policy Optimization☆38Updated 4 years ago
- A novel parallel UCT algorithm with linear speedup and negligible performance loss.☆120Updated 4 years ago
- PDiT: Interleaving Perception and Decision-making Transformers for Deep Reinforcement Learning. AAMAS 2024 (full paper with oral presenta…☆10Updated last year
- A large-scale multi-modal pre-trained model☆132Updated 2 years ago
- Related papers for offline reforcement learning (we mainly focus on representation and sequence modeling and conventional offline RL)☆18Updated 3 years ago
- Tracking literature and additional online resources on transformers for sequential decision making including RL and beyond.☆47Updated 2 years ago
- Source code for the paper "Divergence-Augmented Policy Optimization"☆37Updated 5 years ago
- ☆35Updated 2 years ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆67Updated 3 years ago
- A number of agents (PPO, MuZero) with a Perceiver-based NN architecture that can be trained to achieve goals in nethack/minihack environm…☆41Updated 2 years ago
- Optim4RL is a Jax framework of learning to optimize for reinforcement learning.☆26Updated 9 months ago
- RL-Scope: Cross-Stack Profiling for Deep Reinforcement Learning Workloads☆44Updated 4 years ago
- Representation Learning in RL☆14Updated 3 years ago