PyTorch implementation of Episodic Meta Reinforcement Learning on variants of the "Two-Step" task. Reproduces the results found in three papers. Check the ReadMe for more details!
☆38Dec 12, 2020Updated 5 years ago
Alternatives and similar repositories for Meta-RL-TwoStep-Task
Users that are interested in Meta-RL-TwoStep-Task are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch implementation of two variants of the Harlow visual fixation task (PsychLab and 1D version). Reproduces the results found in two …☆14Sep 2, 2020Updated 5 years ago
- Code for Tajima et al. (2019). Optimal policy for multi-alternative decisions. Nature Neuroscience.☆10Aug 23, 2019Updated 6 years ago
- ☆12Mar 27, 2019Updated 7 years ago
- Implementation of Model-Agnostic Meta-Learning (MAML) applied on Reinforcement Learning problems in TensorFlow 2.☆27May 11, 2021Updated 5 years ago
- Episodic Control☆22Sep 20, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Two days dipy workshop☆12Nov 24, 2020Updated 5 years ago
- 3D learning environment with rigid body simulation for Linux/MacOSX☆14Dec 24, 2021Updated 4 years ago
- Extending rllab to event-driven multiagent environments☆13Oct 1, 2018Updated 7 years ago
- My implementations of 'RL^2: Fast Reinforcement Learning via Slow Reinforcement Learning' and 'A Simple Neural Attentive Meta-Learner'☆71Jan 1, 2022Updated 4 years ago
- A curated list of awesome Meta Reinforcement Learning☆33May 7, 2020Updated 6 years ago
- Experiments on Model-Agnostic Meta-Learning on Few-Shot Image Classification and Meta-RL (Meta-World)☆17Mar 30, 2021Updated 5 years ago
- MELD: Meta-Reinforcement Learning from Images via Latent State Models https://arxiv.org/abs/2010.13957☆67Apr 30, 2021Updated 5 years ago
- ☆11Oct 19, 2020Updated 5 years ago
- Example pipeline for preprocessing, reading in behavioural files, first level and second level analysis☆15Dec 5, 2018Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Rate model implementations for (adaptive) integrate-and-fire neurons based on the Fokker-Planck equation: (i) numerical (finite volume) s…☆11Apr 23, 2019Updated 7 years ago
- An implementation of DreamerV2 written in JAX, with support for running multiple random seeds of an experiment on a single GPU.☆18Jan 16, 2023Updated 3 years ago
- Analysis tools specific to the aiephys multipatch project.☆12Oct 23, 2025Updated 6 months ago
- Applying PBT optimization technique to different domains☆10Oct 16, 2019Updated 6 years ago
- ☆10Apr 5, 2022Updated 4 years ago
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆18Feb 27, 2023Updated 3 years ago
- A PyTorch implementation of BCO☆12Jun 19, 2023Updated 2 years ago
- Sensor based Mission Planning for single robot using greedy based genetic algorithm☆11Apr 1, 2019Updated 7 years ago
- PlaNet: Learning Latent Dynamics for Planning from Pixels☆10Feb 13, 2020Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆17Aug 5, 2018Updated 7 years ago
- PyTorch IMPALA implementation☆27Aug 31, 2019Updated 6 years ago
- A simple option critic framework using Q-Learning☆14Feb 7, 2022Updated 4 years ago
- RL framework for embodied agents based on PyTorch☆11Apr 11, 2019Updated 7 years ago
- ☆17Apr 16, 2025Updated last year
- ☆32Feb 27, 2024Updated 2 years ago
- Diffusion Model simulation and first-passage time densities in Julia☆21May 29, 2020Updated 5 years ago
- ☆13Mar 16, 2023Updated 3 years ago
- Tensorflow implementation of SNAIL and RL2☆11Aug 17, 2019Updated 6 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- The implementation of Discriminator Soft Actor Critic☆15Jan 25, 2020Updated 6 years ago
- Pytorch implementation of Randomized Ensembled Double Q-learning (REDQ)☆21Mar 12, 2021Updated 5 years ago
- An RNN-based reinforcement learning model☆11Jun 29, 2023Updated 2 years ago
- Assignments for CS294-112.☆30Sep 11, 2019Updated 6 years ago
- ☆12Jan 11, 2023Updated 3 years ago
- Implementation of Neurips 2023 Paper "Multi Time Scale World Models"☆17Nov 8, 2024Updated last year
- ☆27Oct 10, 2020Updated 5 years ago