proroklab / ffm
Reinforcement Learning with Fast and Forgetful Memory
β25Updated last year
Alternatives and similar repositories for ffm:
Users that are interested in ffm are comparing it to the libraries listed below
- Baselines for gymnax π€β66Updated 2 years ago
- Contains JAX implementation of algorithms for inverse reinforcement learningβ72Updated 7 months ago
- β47Updated 2 years ago
- Simple single-file baselines for Q-Learning in pure-GPU settingβ153Updated 3 weeks ago
- Discovering and Achieving Goals via World Models, NeurIPS 2021β85Updated last year
- β44Updated last year
- β76Updated 3 weeks ago
- On the model-based stochastic value gradient for continuous reinforcement learningβ55Updated last year
- MR.Q is a general-purpose model-free reinforcement learning algorithm.β85Updated last week
- Deep Hierarchical Planning from Pixelsβ95Updated 2 years ago
- Foundation Policies with Hilbert Representations (ICML 2024)β82Updated last year
- General Modules for JAXβ64Updated last week
- Goal-Conditioned Reinforcement Learning with JAXβ142Updated 3 weeks ago
- β41Updated 9 months ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objectiveβ80Updated 2 years ago
- Benchmarking RL generalization in an interpretable way.β153Updated last month
- Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"β45Updated 9 months ago
- Clean single-file implementation of offline RL algorithms in JAXβ141Updated 3 months ago
- SkillHack: A Benchmark for Skill Transfer in Open-Ended Reinforcement Learningβ14Updated 2 years ago
- β35Updated 2 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learningβ111Updated 3 years ago
- Code for TRANSDREAMER: REINFORCEMENT LEARNING WITH TRANSFORMER WORLD MODELSβ25Updated last year
- Official Implementation of "Can Learned Optimization Make Reinforcement Learning Less Difficult"β22Updated 4 months ago
- Evaluating long-term memory of reinforcement learning algorithmsβ141Updated last year
- Learning diverse options through the Laplacian representation.β23Updated last year
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)β68Updated last year
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]β99Updated last year
- Skeleton for scalable and flexible Jax RL implementationsβ79Updated last year
- Jax-Baseline is a Reinforcement Learning implementation using JAX and Flax/Haiku libraries, mirroring the functionality of Stable-Baselinβ¦β48Updated last week
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)β79Updated 4 months ago