automl / arlbenchLinks
HPO and Architecture Benchmarking for RL: Dynamically, Reactive and Efficient
☆22Updated last week
Alternatives and similar repositories for arlbench
Users that are interested in arlbench are comparing it to the libraries listed below
Sorting:
- Challenging Memory-based Deep Reinforcement Learning Agents☆101Updated 8 months ago
- Benchmarking RL generalization in an interpretable way.☆157Updated last month
- Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy☆18Updated 8 months ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆100Updated 3 years ago
- Single-file SAC-N implementation on jax with flax and equinox. 10x faster than pytorch☆51Updated 2 years ago
- ☆42Updated 2 years ago
- Accompanying Code for "Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning", ICML 2023☆19Updated last year
- Efficient seed-parallel implementation of "Breaking the Replay Ratio Barrier"☆25Updated 2 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆145Updated 2 years ago
- Simple JAX Graphics Library.☆36Updated 8 months ago
- ☆31Updated 2 years ago
- Official implementation of the δ-model presented in the ICML 2024 paper "A Distributional Analogue to the Successor Representation".☆21Updated 8 months ago
- Learning diverse options through the Laplacian representation.☆23Updated last year
- Conservative Q learning in Jax☆54Updated 2 years ago
- ☆82Updated 3 months ago
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆114Updated 10 months ago
- Clean single-file implementation of offline RL algorithms in JAX☆150Updated 6 months ago
- JAX implementation of RL algorithms and vectorized environments☆47Updated last year
- ☆47Updated 2 years ago
- Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"☆48Updated last year
- ☆19Updated 2 months ago
- Skeleton for scalable and flexible Jax RL implementations☆83Updated 2 years ago
- SkillHack: A Benchmark for Skill Transfer in Open-Ended Reinforcement Learning☆17Updated 2 years ago
- Simple single-file baselines for Q-Learning in pure-GPU setting☆173Updated 3 months ago
- Extreme Q-Learning: Max Entropy RL without Entropy☆87Updated 2 years ago
- Code for "SimbaV2: Hyperspherical Normalization for Scalable Deep Reinforcement Learning"☆57Updated last month
- MR.Q is a general-purpose model-free reinforcement learning algorithm.☆105Updated 3 weeks ago
- Synchronized Curriculum Learning for RL Agents☆45Updated last week
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆23Updated last year
- ☆17Updated last year