toybox-rs / Toybox
The Machine Learning Toybox for testing the behavior of autonomous agents.
☆27Updated 2 years ago
Related projects: ⓘ
- ☆44Updated 5 years ago
- ☆85Updated 3 years ago
- Surprise-based intrinsic motivation for deep reinforcement learning☆20Updated 7 years ago
- Implementation of the Box-World environment from the paper "Relational Deep Reinforcement Learning"☆44Updated 11 months ago
- This repository contains code for the method and experiments of the paper "Learning with AMIGo: Adversarially Motivated Intrinsic Goals".☆61Updated last year
- MetaGenRL, a novel meta reinforcement learning algorithm. Unlike prior work, MetaGenRL can generalize to new environments that are entire…☆65Updated 4 years ago
- Modifiable OpenAI Gym environments for studying generalization in RL☆85Updated 5 years ago
- AGAC: Adversarially Guided Actor-Critic☆47Updated 3 years ago
- Implementation of Deepmind's Neural Episodic Control☆57Updated 6 years ago
- Proximal Policy Optimization with Stein Control Variates:☆33Updated 6 years ago
- Easy MDPs and grid worlds with accessible transition dynamics to do exact calculations☆47Updated 2 years ago
- ☆42Updated 7 years ago
- krazy grid world☆25Updated 4 years ago
- A collection of multi-agent reinforcement learning OpenAI gym environments☆44Updated 4 years ago
- Convert DeepMind Control Suite to OpenAI gym environments.☆83Updated 4 years ago
- Efficient Exploration via State Marginal Matching (2019)☆66Updated 5 years ago
- A3C style Option-Critic with deliberation cost☆39Updated 6 years ago
- Simple tools for statistical analyses in RL experiments☆66Updated 6 years ago
- Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstractions and Intrinsic Motivation☆86Updated 6 years ago
- Code repo for Gradient Temporal-Difference Learning with Regularized Corrections paper.☆35Updated 3 years ago
- Implementation of the Prioritized Option-Critic on the Four-Rooms Environment☆15Updated 6 years ago
- Code for reproducing experiments in Model-Based Active Exploration, ICML 2019☆77Updated 5 years ago
- Hierarchical Self-Play☆21Updated 5 years ago
- Customisable 3D environment for assessing generalisation in Reinforcement Learning.☆61Updated last year
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆83Updated 3 years ago
- This repository contains the code used in the paper Evaluating the Performance of Reinformcent Learning Algorithms☆27Updated 3 years ago
- Deep Reinforcement Learning algorithms implemented in PyTorch☆49Updated 6 years ago
- ☆79Updated 3 years ago
- ☆35Updated this week
- A curated list of reinforcement learning environments and frameworks.☆50Updated 5 years ago