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!
☆37Dec 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
Sorting:
- A simple RNN meta-learner☆10Dec 17, 2018Updated 7 years ago
- ☆11Oct 19, 2020Updated 5 years ago
- A PyTorch implementation of BCO☆12Jun 19, 2023Updated 2 years ago
- Implementation of Model-Agnostic Meta-Learning (MAML) applied on Reinforcement Learning problems in TensorFlow 2.☆27May 11, 2021Updated 4 years ago
- Extending rllab to event-driven multiagent environments☆13Oct 1, 2018Updated 7 years ago
- A curated list of awesome Meta Reinforcement Learning☆33May 7, 2020Updated 5 years ago
- MELD: Meta-Reinforcement Learning from Images via Latent State Models https://arxiv.org/abs/2010.13957☆66Apr 30, 2021Updated 4 years ago
- 3D learning environment with rigid body simulation for Linux/MacOSX☆14Dec 24, 2021Updated 4 years ago
- Experiments on Model-Agnostic Meta-Learning on Few-Shot Image Classification and Meta-RL (Meta-World)☆17Mar 30, 2021Updated 4 years ago
- The implementation of Discriminator Soft Actor Critic☆15Jan 25, 2020Updated 6 years ago
- ☆20Apr 3, 2019Updated 6 years ago
- ☆17Jan 25, 2021Updated 5 years ago
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆18Feb 27, 2023Updated 3 years ago
- RL framework for embodied agents based on PyTorch☆11Apr 11, 2019Updated 6 years ago
- Pytorch implementation of Randomized Ensembled Double Q-learning (REDQ)☆21Mar 12, 2021Updated 4 years ago
- Episodic Control☆22Sep 20, 2022Updated 3 years ago
- Learning Robust Dynamics Through Variational Sparse Gating☆20Oct 19, 2022Updated 3 years ago
- Curiosity-driven Exploration by Self-supervised Prediction☆23Jun 13, 2019Updated 6 years ago
- A Web-Based Visualization Tool for Biclustering of Multivariate Time Series☆10Feb 17, 2023Updated 3 years ago
- ☆52Jul 7, 2020Updated 5 years ago
- The official repository of Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration" (AAMAS 2022)☆27Feb 3, 2022Updated 4 years ago
- Source code for the paper "Policy Architectures for Compositional Generalization in Control"☆30May 19, 2022Updated 3 years ago
- ☆27Oct 10, 2020Updated 5 years ago
- Reinforcement Learning via Supervised Learning☆72May 16, 2022Updated 3 years ago
- (Personal experiment) Unsupervised Predictive Memory in a Goal-Directed Agent https://arxiv.org/abs/1803.10760☆24May 3, 2019Updated 6 years ago
- Implementation of 'RL^2: Fast Reinforcement Learning via Slow Reinforcement Learning'☆72Jan 1, 2022Updated 4 years ago
- PyTorch IMPALA implementation☆27Aug 31, 2019Updated 6 years ago
- Code for running experiments and benchmarking on GNNExplainer: Generating Explanations for Graph Neural Networks☆15May 8, 2021Updated 4 years ago
- Details about the wide minima density hypothesis and code to compute width of a minima☆10Nov 30, 2024Updated last year
- Repo for the paper "Landscape Surrogate Learning Decision Losses for Mathematical Optimization Under Partial Information"☆38Jul 20, 2023Updated 2 years ago
- Programs in Cognitive Choice Modeling Book☆11Sep 5, 2021Updated 4 years ago
- SIR, SEIR, and beyond☆10Jul 6, 2023Updated 2 years ago
- Assignments for CS294-112.☆30Sep 11, 2019Updated 6 years ago
- This repository includes codes and description corresponding to the paper entitled, "Predicting Defects in Laser Powder Bed Fusion using …☆11Nov 18, 2022Updated 3 years ago
- Reading notes & PyTorch experiments on OpenAI's "Spinning Up in DRL" tutorial.☆40Dec 8, 2022Updated 3 years ago
- ☆80Oct 3, 2023Updated 2 years ago
- Reinforcement learning + drift-diffusion modeling☆38Jan 8, 2017Updated 9 years ago
- Energy-Based Hindsight Experience Prioritization (CoRL 2018) Oral presentation (7%)☆35Nov 28, 2018Updated 7 years ago
- Repository for "Generative Flow Networks as Entropy-Regularized RL" (AISTATS-2024, Oral)☆40Apr 21, 2024Updated last year