microsoft / wmg_agent
WMG agent
☆34Updated last year
Related projects ⓘ
Alternatives and complementary repositories for wmg_agent
- Sandbox environment for generalizable agent research☆22Updated 2 years ago
- A framework for experimenting with never-ending learning☆74Updated 3 weeks ago
- Official code for "Can Wikipedia Help Offline Reinforcement Learning?" by Machel Reid, Yutaro Yamada and Shixiang Shane Gu☆101Updated 2 years ago
- Invariant Causal Prediction for Block MDPs☆43Updated 4 years ago
- This repository contains code for the method and experiments of the paper "Learning with AMIGo: Adversarially Motivated Intrinsic Goals".☆61Updated last year
- ☆36Updated last year
- Implements the Messenger environment and EMMA model.☆23Updated 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
- Options of Interest: Temporal Abstraction with Interest Functions AAAI 2020☆25Updated 4 years ago
- Code to reproduce the NeurIPS 2019 paper "Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottlen…☆52Updated 4 years ago
- Novelty MiniGrid--NovGrid--is an extension of MiniGrid environment that allows for the world properties and dynamics to change according …☆35Updated 5 months ago
- Phy-Q: A Testbed for Physical Reasoning☆40Updated 3 months ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆82Updated 2 years ago
- Reward shaping approach for instruction following settings, leveraging language at multiple levels of abstraction.☆19Updated 3 years ago
- Experiment code for the ICLR 2020 paper "RTFM: Generalising to New Environment Dynamics via Reading".☆38Updated 3 years ago
- Automatically Composing Representation Transformations as a Means for Generalization☆24Updated 5 years ago
- CREATE Environment for long-horizon physics-puzzle tasks with diverse tools☆17Updated last year
- Implementation of the Box-World environment from the paper "Relational Deep Reinforcement Learning"☆44Updated last year
- Docker containers of baseline agents for the Crafter environment☆28Updated 2 years ago
- Grounded SCAN data set.☆69Updated 2 years ago
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"☆42Updated last year
- ☆54Updated 3 years ago
- Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights…☆49Updated 2 years ago
- Library to compare and evaluate reward functions☆61Updated last year
- On the pitfalls of measuring emergent communication☆34Updated 5 years ago
- An environment for benchmarking commonsense agents☆28Updated 4 years ago
- Code accompanying the paper "Better Exploration with Optimistic Actor Critic" (NeurIPS 2019)☆68Updated last year
- [ICLR 2022 Spotlight] Multi-Stage Episodic Control for Strategic Exploration in Text Games☆13Updated 2 years ago
- ☆15Updated 3 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆31Updated 4 years ago