brownirl / rlangLinks
A Declarative Language for Expressing Partial World Knowledge to Reinforcement Learning Agents
☆16Updated last year
Alternatives and similar repositories for rlang
Users that are interested in rlang are comparing it to the libraries listed below
Sorting:
- Code for the paper "Learning Temporal Distances: Contrastive Successor Features Can Provide a Metric Structure for Decision-Making"☆27Updated last year
- Building blocks for productive research☆59Updated 3 weeks ago
- Repo to reproduce the First-Explore paper results☆38Updated 8 months ago
- Drop-in environment replacements that make your RL algorithm train faster.☆21Updated last year
- ☆55Updated 9 months ago
- Code for Discovered Policy Optimisation (NeurIPS 2022)☆11Updated 2 years ago
- This code accompanies the paper "Leveraging Skills from Unlabeled Prior Data for Efficient Online Exploration."☆33Updated last month
- Distributional Successor Features Enable Zero-Shot Policy Optimization☆12Updated 4 months ago
- PyTorch Package For Quasimetric Learning☆42Updated 9 months ago
- General Modules for JAX☆67Updated 4 months ago
- PushWorld: A benchmark for manipulation planning with tools and movable obstacles☆83Updated last year
- Contains JAX implementation of algorithms for inverse reinforcement learning☆73Updated last year
- ☆13Updated last year
- Scalable Opponent Shaping Experiments in JAX☆24Updated last year
- ☆82Updated 5 months ago
- Efficient baselines for autocurricula in JAX.☆194Updated last year
- Recall to Imagine, a model-based RL algorithm with superhuman memory. Oral (1.2%) @ ICLR 2024☆71Updated last year
- Official Implementation of NeurIPS'23 Paper "Cross-Episodic Curriculum for Transformer Agents"☆31Updated last year
- ☆15Updated 2 years ago
- ☆40Updated last month
- Implemenation of the HIERarchical imagionation On Structured State Space Sequence Models (HIEROS) paper☆18Updated last year
- Dataset and benchmark for assessing LLMs in translating natural language descriptions of planning problems into PDDL☆57Updated 10 months ago
- Reinforcement Learning inside a 3D soccer simulation☆29Updated 11 months ago
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆114Updated last year
- An Open-Ended Agentic Simulator☆52Updated last year
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆58Updated last year
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆110Updated last year
- SkillHack: A Benchmark for Skill Transfer in Open-Ended Reinforcement Learning☆17Updated 2 years ago
- Repository for "Quality-Diversity Actor-Critic: Learning High-Performing and Diverse Behaviors via Value and Successor Features Critics" …☆16Updated last year
- Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy☆18Updated 10 months ago