DeepSeek-R1’s bold bet on reinforcement learning: How it outpaced OpenAI at 3% of the cost
DeepSeek-R1’s Monday release has sent shockwaves through the AI community, disrupting assumptions about what’s required to ...
Frontiers4 天
Computational reinforcement learning, reward (and punishment), and dopamine in psychiatric ...
The computational framework from which this hypothesis was derived, temporal difference reinforcement learning (TDRL), is largely focused on reward processing rather than punishment learning. Many ...
GitHub23 天
Fine-tune LLM agents with online reinforcement learning
"Agents" originated in reinforcement learning, where they learn by interacting with an environment and receiving a reward signal. However, LLM-based agents today do not learn online (i.e. continuously ...
IEEE29 天
Improved Deep Reinforcement Learning for Efficient Motion Control of Autonomous Vehicle ...
For the efficient and stable motion control of autonomous vehicles equipped with domain-centralized E/E architecture, this paper proposes an improved deep reinforcement learning framework based on ...
GitHub16 天
TRL - Transformer Reinforcement Learning
TRL is a cutting-edge library designed for post-training foundation models using advanced techniques like Supervised Fine-Tuning (SFT), Proximal Policy Optimization (PPO), and Direct Preference ...
IEEE25 天
Deep reinforcement learning for UAV swarm rendezvous behavior
We design a guided reward function to effectively solve the problem of algorithm convergence caused by the sparse return problem in deep reinforcement learning (DRL) for the long period task. We also ...
Interesting Engineering on MSN2 天
A paradigm shift? The view from China on DeepSeek and the global AI race
DeepSeek has shown that China can, in part, sidestep US restrictions on advanced chips by leveraging algorithmic innovations.
What the DeepSeek disruption is all about
DeepSeek's free model R1 disrupts the industry, costing US markets $1 trillion and prompting rapid competitor responses amid ...
DeepSeek is disrupting American AI leadership
DeepSeek also uses a smaller model as opposed to that used by U.S. AI tech giants, which require more processors. Plus, they ...
latestnewsandupdates4 天
Deepseek has upset the world: the technological, economic and geopolitical aspects of the ...
China launched its chatgpt, Deepseek, the artificial intelligence chatbot that challenges Openii, and is upset The world not ...
The New York Times1 天
The Learning Network
Join this conversation with the Vows writer Rosalie R. Radomsky by Feb. 14 to find out. By The Learning Network A teacher whose students won last year’s competition shares the steps she followed.
Psychology Today17 天
Social Learning Theory
Manipulating the key meant food, that is the premise of reinforcement in learning. What is an example of a classical conditioning? Created with Sketch. Food poisoning is a good example of such ...