facebookresearch / oniLinks
Learn online intrinsic rewards from LLM feedback
☆45Updated 11 months ago
Alternatives and similar repositories for oni
Users that are interested in oni are comparing it to the libraries listed below
Sorting:
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆118Updated last year
- ☆106Updated last year
- Benchmarking Agentic LLM and VLM Reasoning On Games☆207Updated last week
- Intrinsic Motivation from Artificial Intelligence Feedback☆133Updated 2 years ago
- OMNI-EPIC: Open-endedness via Models of human Notions of Interestingness with Environments Programmed in Code (ICLR 2025).☆71Updated 11 months ago
- Intelligent Go-Explore: Standing on the Shoulders of Giant Foundation Models☆65Updated 9 months ago
- Code and Configs for Asynchronous RLHF: Faster and More Efficient RL for Language Models☆67Updated 7 months ago
- Efficient baselines for autocurricula in JAX.☆201Updated last year
- Codebase to fully reproduce the results of "No Representation, No Trust: Connecting Representation, Collapse, and Trust Issues in PPO" (M…☆30Updated last year
- Learning from preferences is a common paradigm for fine-tuning language models. Yet, many algorithmic design decisions come into play. Ou…☆32Updated last year
- Minimal but scalable implementation of large language models in JAX☆35Updated last week
- [ICML 2024] Official code release accompanying the paper "diff History for Neural Language Agents" (Piterbarg, Pinto, Fergus)☆20Updated last year
- Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"☆182Updated 6 months ago
- Skill Design From AI Feedback☆32Updated 9 months ago
- Drop-in environment replacements that make your RL algorithm train faster.☆21Updated last year
- The official code release for Q#: Provably Optimal Distributional RL for LLM Post-Training☆17Updated 9 months ago
- [ICLR 2025] "Training LMs on Synthetic Edit Sequences Improves Code Synthesis" (Piterbarg, Pinto, Fergus)☆19Updated 10 months ago
- Efficient World Models with Context-Aware Tokenization. ICML 2024☆114Updated last year
- Official implementation of "Direct Preference-based Policy Optimization without Reward Modeling" (NeurIPS 2023)☆42Updated last year
- Dataset and benchmark for assessing LLMs in translating natural language descriptions of planning problems into PDDL☆62Updated last year
- Synchronized Curriculum Learning for RL Agents☆116Updated last month
- Cost aware hyperparameter tuning algorithm☆176Updated last year
- ☆128Updated 2 weeks ago
- ☆15Updated last year
- A simple, performant and scalable JAX-based world modeling codebase☆113Updated last month
- MR.Q is a general-purpose model-free reinforcement learning algorithm.☆128Updated 5 months ago
- Building blocks for productive research☆64Updated 4 months ago
- ☆128Updated last year
- Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"☆210Updated 2 years ago
- Reinforcement Learning via Regressing Relative Rewards☆38Updated 11 months ago