AlexGoldie / rl-learned-optimizationLinks
Official Implementation of "Can Learned Optimization Make Reinforcement Learning Less Difficult"
☆28Updated 4 months ago
Alternatives and similar repositories for rl-learned-optimization
Users that are interested in rl-learned-optimization are comparing it to the libraries listed below
Sorting:
- Unified Implementations of Offline Reinforcement Learning Algorithms☆94Updated 4 months ago
- ☆83Updated 10 months ago
- Simple single-file baselines for Q-Learning in pure-GPU setting☆182Updated 6 months ago
- ☆83Updated last week
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆110Updated last year
- Code for "SimbaV2: Hyperspherical Normalization for Scalable Deep Reinforcement Learning"☆65Updated 3 months ago
- MR.Q is a general-purpose model-free reinforcement learning algorithm.☆111Updated 2 months ago
- ☆18Updated 4 months ago
- Accompanying Code for "Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning", ICML 2023☆21Updated last year
- 🪐 The Sebulba architecture to scale reinforcement learning on Cloud TPUs in JAX☆59Updated last year
- ☆104Updated 6 months ago
- Challenging Memory-based Deep Reinforcement Learning Agents☆103Updated 10 months ago
- An Open-Ended Agentic Simulator☆52Updated last year
- Evaluating long-term memory of reinforcement learning algorithms☆148Updated 2 years ago
- Single-file SAC-N implementation on jax with flax and equinox. 10x faster than pytorch☆52Updated 2 years ago
- Code for the papers Hypernetworks in Meta-Reinforcement Learning (Beck et al., 2022) and Recurrent Hypernetworks are Surprisingly Strong …☆15Updated last year
- Clean single-file implementation of offline RL algorithms in JAX☆154Updated 8 months ago
- JAX implementation of RL algorithms and vectorized environments☆48Updated last year
- Conservative Q learning in Jax☆55Updated 2 years ago
- Benchmarking RL generalization in an interpretable way.☆161Updated 3 months ago
- ☆46Updated 2 years ago
- Extreme Q-Learning: Max Entropy RL without Entropy☆87Updated 2 years ago
- ⚡ Flashbax: Accelerated Replay Buffers in JAX☆251Updated last month
- Online Goal-Conditioned Reinforcement Learning in JAX. ICLR 2025 Spotlight.☆183Updated 4 months ago
- Jax-Baseline is a Reinforcement Learning implementation using JAX and Flax/Haiku libraries, mirroring the functionality of Stable-Baselin…☆56Updated last week
- Skeleton for scalable and flexible Jax RL implementations☆86Updated 2 years ago
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆114Updated last year
- Corax: Core RL in JAX☆38Updated last year
- Hardware-Accelerated Reinforcement Learning Algorithms in pure Jax!☆234Updated 3 months ago
- Official codebase for Generating Diverse Cooperative Agents by Learning Incompatible Policies (notable-top-25% @ ICLR 2023)☆18Updated last year