flowersteam / MAGELLANLinks
MAGELLAN: Metacognitive predictions of learning progress guide autotelic LLM agents in large goal spaces
☆10Updated 10 months ago
Alternatives and similar repositories for MAGELLAN
Users that are interested in MAGELLAN are comparing it to the libraries listed below
Sorting:
- Repo to reproduce the First-Explore paper results☆39Updated last year
- LLM as World Models using Bayesian inference☆16Updated 8 months ago
- OMNI-EPIC: Open-endedness via Models of human Notions of Interestingness with Environments Programmed in Code (ICLR 2025).☆73Updated last year
- Efficient baselines for autocurricula in JAX.☆206Updated last year
- Intelligent Go-Explore: Standing on the Shoulders of Giant Foundation Models☆66Updated 11 months ago
- TeachMyAgent is a testbed platform for Automatic Curriculum Learning methods in Deep RL.☆76Updated 2 years ago
- Code for the paper "Harnessing Discrete Representations for Continual Reinforcement Learning"☆15Updated last year
- ☆24Updated last year
- INTeractive learning via REPresentatIon Discovery☆36Updated last year
- Code for the paper Language as a Cognitive Tool to Imagine Goals in Curiosity Driven Exploration☆33Updated 5 years ago
- Reinforcement learning training framework for entity-gym environments.☆17Updated last year
- Code for Discovered Policy Optimisation (NeurIPS 2022)☆12Updated 2 years ago
- A tool for recording RL trajectories.☆111Updated 6 months ago
- ☆91Updated 3 weeks ago
- A collection of matrix games in JAX☆13Updated last year
- off-policy RL on long sequences☆158Updated this week
- Simple single-file baselines for Q-Learning in pure-GPU setting☆233Updated 2 months ago
- Learning diverse options through the Laplacian representation.☆23Updated 2 years ago
- Official Implementation of NeurIPS'23 Paper "Cross-Episodic Curriculum for Transformer Agents"☆31Updated 2 years ago
- Baselines for gymnax 🤖☆74Updated 2 years ago
- MR.Q is a general-purpose model-free reinforcement learning algorithm.☆140Updated 7 months ago
- An OpenAI gym environment to evaluate the ability of LLMs (eg. GPT-4, Claude) in long-horizon reasoning and task planning in dynamic mult…☆73Updated 2 years ago
- A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers☆56Updated 3 years ago
- Official implementation of Zero-Hero paper☆29Updated 11 months ago
- Drop-in environment replacements that make your RL algorithm train faster.☆21Updated last year
- The official implementation of "Horizon Reduction Makes RL Scalable"☆181Updated 6 months ago
- ☆32Updated last year
- Corax: Core RL in JAX☆38Updated last year
- Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights…☆59Updated 3 years ago
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆122Updated last year