cassidylaidlaw / effective-horizonView external linksLinks
Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"
☆51Jun 26, 2024Updated last year
Alternatives and similar repositories for effective-horizon
Users that are interested in effective-horizon are comparing it to the libraries listed below
Sorting:
- Code for Model-Free Opponent Shaping (ICML 2022)☆20Nov 18, 2022Updated 3 years ago
- Image-based gridworld experiment for learning Markov state abstractions☆21Sep 16, 2024Updated last year
- ShinRL: A Library for Evaluating RL Algorithms from Theoretical and Practical Perspectives (Deep RL Workshop 2021)☆50Feb 15, 2022Updated 4 years ago
- Provably (and non-vacuously) bounding test error of deep neural networks under distribution shift with unlabeled test data.☆10Feb 27, 2024Updated last year
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆28Jun 3, 2023Updated 2 years ago
- ☆10Mar 30, 2020Updated 5 years ago
- flexible meta-learning in jax☆16Oct 19, 2023Updated 2 years ago
- This repo support auto line plot for multi-seed event file from TensorBoard☆12Jun 23, 2022Updated 3 years ago
- Implementations of Temporal Difference InfoNCE (TD InfoNCE)☆33Nov 13, 2023Updated 2 years ago
- Official code for "Pretraining Representations For Data-Efficient Reinforcement Learning" (NeurIPS 2021)☆55Jul 27, 2021Updated 4 years ago
- Comparison between GFlowNets & Maximum Entropy RL☆19Feb 19, 2024Updated last year
- General Modules for JAX☆72Sep 12, 2025Updated 5 months ago
- Simple tools for statistical analyses in RL experiments☆67Jun 21, 2018Updated 7 years ago
- Simple single-file baselines for Q-Learning in pure-GPU setting☆234Nov 24, 2025Updated 2 months ago
- ☆18Sep 7, 2023Updated 2 years ago
- Automate computations, plotting, and LaTeX with Makefiles.☆18Apr 5, 2024Updated last year
- [deprecated] Engine Agnostic Gym Environment for Robotics☆17Feb 10, 2022Updated 4 years ago
- Implementation of the Prioritized Option-Critic on the Four-Rooms Environment☆17Dec 24, 2017Updated 8 years ago
- The first collection of surrogate benchmarks for Joint Architecture and Hyperparameter Search.☆15Mar 22, 2023Updated 2 years ago
- ☆18Apr 22, 2024Updated last year
- Safe Model-based Reinforcement Learning with Robust Cross-Entropy Method☆66Mar 24, 2023Updated 2 years ago
- Code to accompany the paper "The Information Geometry of Unsupervised Reinforcement Learning"☆20Oct 6, 2021Updated 4 years ago
- ☆15Apr 5, 2023Updated 2 years ago
- ☆251Nov 19, 2024Updated last year
- ☆18Nov 16, 2020Updated 5 years ago
- Implementation of some of the Deep Distributional Reinforcement Learning Algorithms.☆25Jun 17, 2025Updated 8 months ago
- Safe Option-Critic: Learning Safety in the Option-Critic Architecture☆20Dec 16, 2018Updated 7 years ago
- Source code of "Variational Imitation Learning with Diverse-quality Demonstrations" in ICML 2020. This github repository includes python …☆20Aug 16, 2021Updated 4 years ago
- Author's PyTorch implementation of SR-DICE for marginalized importance sampling☆28Dec 7, 2021Updated 4 years ago
- ☆27Mar 20, 2024Updated last year
- Code for magnetic mirror descent.☆17Oct 5, 2023Updated 2 years ago
- A collection of Meta-Reinforcement Learning algorithms in PyTorch☆51Jul 16, 2024Updated last year
- HPO and Architecture Benchmarking for RL: Dynamically, Reactive and Efficient☆27Jan 14, 2026Updated last month
- ☆47May 21, 2024Updated last year
- Official implementation of the δ-model presented in the ICML 2024 paper "A Distributional Analogue to the Successor Representation".☆25Nov 8, 2024Updated last year
- A collection of meta-learning algorithms in Jax☆24Sep 3, 2022Updated 3 years ago
- ☆31Oct 16, 2021Updated 4 years ago
- ☆26Apr 26, 2024Updated last year
- Reward shaping approach for instruction following settings, leveraging language at multiple levels of abstraction.☆21Mar 9, 2021Updated 4 years ago