google-deepmind / dm_memorytasks
A set of 13 diverse machine-learning tasks that require memory to solve.
☆221Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for dm_memorytasks
- Paired Open-Ended Trailblazer (POET) and Enhanced POET☆242Updated 2 years ago
- RLtime is a reinforcement learning library focused on state-of-the-art q-learning algorithms and features☆139Updated 5 years ago
- A binary release of trained deep reinforcement learning models trained in the Atari machine learning benchmark, and a software release th…☆201Updated 4 years ago
- Research code implementing the search AI agent for Hanabi, as well as a web server so people can play against it☆127Updated last year
- Augmented environments with RL☆102Updated 5 years ago
- Implementation of Model-Agnostic Meta-Learning (MAML) in Jax☆188Updated 2 years ago
- A customisable 2D platform for agent-based AI research☆422Updated last year
- ☆85Updated 3 years ago
- Code for the paper, "Learning Human Objectives by Evaluating Hypothetical Behavior"☆83Updated 4 years ago
- We release dataset collected for our research, code that implement neural network models described in the paper, and scripts to reproduce…☆161Updated 3 years ago
- Generic reinforcement learning codebase in TensorFlow☆95Updated 3 years ago
- Adapting the AlphaZero algorithm to remove the need of execution traces to train NPI.☆78Updated last year
- Modifiable OpenAI Gym environments for studying generalization in RL☆86Updated 5 years ago
- A library that makes Evolutionary Strategies (ES) simple to use.☆179Updated 3 years ago
- Velocity in deep-learning research☆276Updated last year
- Repository for the paper "Planning to Explore via Self-Supervised World Models"☆215Updated last year
- lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.☆373Updated last year
- Code for the paper "Quantifying Transfer in Reinforcement Learning"☆393Updated last year
- ☆182Updated 3 months ago
- Basic versions of agents from Spinning Up in Deep RL written in PyTorch☆197Updated 3 years ago
- Celular automaton-based calculus for the masses☆110Updated 4 years ago
- impact-driven-exploration☆126Updated last year
- The submission template for the MineRL Competition @ NeurIPS 2021. Clone this to make a new submission!☆92Updated 3 years ago
- A collection of baselines for the MineRL environment/datasets & the NeurIPS 2021 MineRL competitions☆146Updated 3 years ago
- Publicly releasable baselines for the Retro contest☆128Updated 5 years ago
- A colab that implements the Symplectic Gradient Adjustment optimizer from "The mechanics of n-player differentiable games"☆153Updated 5 years ago
- 2019 talk at GECCO☆68Updated 5 years ago
- This repository contains code for the method and experiments of the paper "Learning with AMIGo: Adversarially Motivated Intrinsic Goals".☆61Updated last year
- Train self-modifying neural networks with neuromodulated plasticity☆76Updated 5 years ago
- A reinforcement learning framework☆154Updated 5 years ago