luchris429 / popjaxrlLinks
Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]
☆109Updated last year
Alternatives and similar repositories for popjaxrl
Users that are interested in popjaxrl are comparing it to the libraries listed below
Sorting:
- ☆82Updated 4 months ago
- Learning diverse options through the Laplacian representation.☆23Updated last year
- Contains JAX implementation of algorithms for inverse reinforcement learning☆73Updated 11 months ago
- MR.Q is a general-purpose model-free reinforcement learning algorithm.☆107Updated last month
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆57Updated last year
- Challenging Memory-based Deep Reinforcement Learning Agents☆102Updated 9 months ago
- POPGym Library in JAX☆11Updated last year
- Unified Implementations of Offline Reinforcement Learning Algorithms☆88Updated 3 months ago
- Simple single-file baselines for Q-Learning in pure-GPU setting☆176Updated 4 months ago
- ☆81Updated 9 months ago
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆114Updated 11 months ago
- Highly scalable 2D JAX physics engine.☆57Updated 5 months ago
- Code for "SimbaV2: Hyperspherical Normalization for Scalable Deep Reinforcement Learning"☆59Updated 2 months ago
- Extreme Q-Learning: Max Entropy RL without Entropy☆87Updated 2 years ago
- Official Implementation of "Can Learned Optimization Make Reinforcement Learning Less Difficult"☆27Updated 3 months ago
- Drop-in environment replacements that make your RL algorithm train faster.☆21Updated last year
- Evaluating long-term memory of reinforcement learning algorithms☆147Updated 2 years ago
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated last year
- Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"☆48Updated last year
- An Open-Ended Agentic Simulator☆52Updated 11 months ago
- ☆48Updated 2 years ago
- Accelerated minigrid environments with JAX☆139Updated 2 weeks ago
- Accelerated replay buffers in JAX☆43Updated 2 years ago
- Baselines for gymnax 🤖☆68Updated 2 years ago
- Jax-Baseline is a Reinforcement Learning implementation using JAX and Flax/Haiku libraries, mirroring the functionality of Stable-Baselin…☆55Updated this week
- Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy☆18Updated 9 months ago
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆63Updated last year
- Foundation Policies with Hilbert Representations (ICML 2024)☆90Updated last year
- Code for Discovered Policy Optimisation (NeurIPS 2022)☆11Updated 2 years ago
- General Modules for JAX☆67Updated 4 months ago