Agentic RL最详细入门
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Aug 6, 2026 - HTML
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credit-assignment
Here are 37 public repositories matching this topic...
Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022
deep-reinforcement-learning pytorch recurrent-neural-networks sac pomdp generalization credit-assignment meta-rl robust-rl td3 discrete-sac
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Apr 26, 2026 - Python
Curated papers, taxonomy, benchmarks, and decision guides for credit assignment in reasoning and agentic LLM reinforcement learning.
awesome reinforcement-learning awesome-list multi-agent-systems credit-assignment large-language-models llm process-reward-model rlvr agentic-rl
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Sep 23, 2026 - Python
NGC-Learn: Computational Neuroscience and NeuroAI in Python
python machine-learning neuroscience computational-neuroscience neural-networks cognitive-science spiking-neural-networks free-energy learning-algorithms hebbian-learning credit-assignment jax spiking-networks predictive-coding biological-neural-networks local-learning brain-inspired-computing spike-timing-dependent-plasticity predictive-processing neuroai
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Sep 5, 2026 - Python
When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)
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Apr 26, 2026 - Python
Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurrent neural network models.
machine-learning tensorflow neuroscience recurrent-networks neural-networks cognitive-science learning-algorithms credit-assignment predictive-coding biological-neural-networks local-learning brain-inspired-computing forward-forward forward-learning forward-pass-learning predictive-forward-forward
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Apr 2, 2023 - Python
Official implementation of "The Trace Is the State: Exact Credit Assignment for LLM Agent Teams" (arXiv:2603.06859).
reinforcement-learning credit-assignment multi-agent-reinforcement-learning large-language-models llm-agents
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Oct 3, 2026 - Python
[AAAI 2023 Oral] Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition
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Jun 3, 2024 - Python
[SSAC 2026] Better Prevent than Tackle: Valuing Defense in Soccer Based on Graph Neural Networks
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May 26, 2026 - Jupyter Notebook
[NeurIPS 2026] Agentic reinforcement learning for CLI agents with structured action credit assignment, budgeted workspace context selection, and ShellOps benchmarks.
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Sep 28, 2026 - Python
A study of reinforcement learning algorithms for fed-batch bioprocessesing
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Mar 12, 2020 - Jupyter Notebook
Official codebase for the preprint: "Representation over Routing: Overcoming Surrogate Hacking in Multi-Timescale PPO".
reinforcement-learning deep-learning deep-reinforcement-learning pytorch reinforcement actor-critic credit-assignment deep-rl proximal-policy-optimization ppo ppo-agent multi-timescale surrogate-hacking target-decoupling
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Jun 11, 2026 - Python
High-performance Triton kernels for reinforcement learning credit assignment
reinforcement-learning gae pytorch triton gpu-kernels credit-assignment retrace lambda-returns v-trace associative-scan discounted-returns episodic-prefix-sum segmented-scan
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Oct 3, 2026 - Python
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May 23, 2020 - Python
Cooperative Multi-Agent Reinforcement Learning (MARL) Shapley value credit assignment engine evaluating fair marginal agent coalition rewards.
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Sep 10, 2026 - Python
Awesome list of research publications and media on biologically-motivated learning algorithms.
deep-learning awesome-list feedback-alignment biological-networks credit-assignment biologically-plausible-learning biologically-motivated-algorithms
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Sep 9, 2021
Cooperative Multi-Agent Reinforcement Learning (MARL) Shapley value credit assignment engine evaluating fair marginal agent coalition rewards.
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Sep 10, 2026 - Python
Exact-oracle conformance tests for turn-level credit assignment in agentic RL (GRPO, RLOO, GAE, GiGPO; verl, TRL, OpenRLHF).
benchmark reinforcement-learning gae credit-assignment trl advantage-estimation llm-agents grpo verl openrlhf rloo
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Sep 17, 2026 - Python
Investigating methods for stable credit assignment for deep reinforcement learning
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Aug 22, 2024 - Python
Various computational models for reinforcement learning
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Sep 12, 2017 - MATLAB
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